diff --git a/poetry.lock b/poetry.lock
index 452b933..2271e6c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,5 @@
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
 [[package]]
 name = "absl-py"
 version = "1.1.0"
@@ -5,6 +7,10 @@ description = "Abseil Python Common Libraries, see https://github.com/abseil/abs
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "absl-py-1.1.0.tar.gz", hash = "sha256:3aa39f898329c2156ff525dfa69ce709e42d77aab18bf4917719d6f260aa6a08"},
+    {file = "absl_py-1.1.0-py3-none-any.whl", hash = "sha256:db97287655e30336938f8058d2c81ed2be6af1d9b6ebbcd8df1080a6c7fcd24e"},
+]
 
 [[package]]
 name = "aiohttp"
@@ -13,6 +19,80 @@ description = "Async http client/server framework (asyncio)"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
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+    {file = "aiohttp-3.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:1c182cb873bc91b411e184dab7a2b664d4fea2743df0e4d57402f7f3fa644bac"},
+    {file = "aiohttp-3.8.1.tar.gz", hash = "sha256:fc5471e1a54de15ef71c1bc6ebe80d4dc681ea600e68bfd1cbce40427f0b7578"},
+]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
@@ -24,7 +104,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotli", "cchardet"]
+speedups = ["Brotli", "aiodns", "cchardet"]
 
 [[package]]
 name = "aiosignal"
@@ -33,6 +113,10 @@ description = "aiosignal: a list of registered asynchronous callbacks"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "aiosignal-1.2.0-py3-none-any.whl", hash = "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a"},
+    {file = "aiosignal-1.2.0.tar.gz", hash = "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2"},
+]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
@@ -44,6 +128,10 @@ description = "A configurable sidebar-enabled Sphinx theme"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "alabaster-0.7.12-py2.py3-none-any.whl", hash = "sha256:446438bdcca0e05bd45ea2de1668c1d9b032e1a9154c2c259092d77031ddd359"},
+    {file = "alabaster-0.7.12.tar.gz", hash = "sha256:a661d72d58e6ea8a57f7a86e37d86716863ee5e92788398526d58b26a4e4dc02"},
+]
 
 [[package]]
 name = "alembic"
@@ -52,6 +140,10 @@ description = "A database migration tool for SQLAlchemy."
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "alembic-1.8.0-py3-none-any.whl", hash = "sha256:b5ae4bbfc7d1302ed413989d39474d102e7cfa158f6d5969d2497955ffe85a30"},
+    {file = "alembic-1.8.0.tar.gz", hash = "sha256:a2d4d90da70b30e70352cd9455e35873a255a31402a438fe24815758d7a0e5e1"},
+]
 
 [package.dependencies]
 importlib-metadata = {version = "*", markers = "python_version < \"3.9\""}
@@ -69,6 +161,10 @@ description = "Low-level AMQP client for Python (fork of amqplib)."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "amqp-5.1.1-py3-none-any.whl", hash = "sha256:6f0956d2c23d8fa6e7691934d8c3930eadb44972cbbd1a7ae3a520f735d43359"},
+    {file = "amqp-5.1.1.tar.gz", hash = "sha256:2c1b13fecc0893e946c65cbd5f36427861cffa4ea2201d8f6fca22e2a373b5e2"},
+]
 
 [package.dependencies]
 vine = ">=5.0.0"
@@ -80,6 +176,10 @@ description = "A library for parsing ISO 8601 strings."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "aniso8601-9.0.1-py2.py3-none-any.whl", hash = "sha256:1d2b7ef82963909e93c4f24ce48d4de9e66009a21bf1c1e1c85bdd0812fe412f"},
+    {file = "aniso8601-9.0.1.tar.gz", hash = "sha256:72e3117667eedf66951bb2d93f4296a56b94b078a8a95905a052611fb3f1b973"},
+]
 
 [package.extras]
 dev = ["black", "coverage", "isort", "pre-commit", "pyenchant", "pylint"]
@@ -91,14 +191,18 @@ description = "High level compatibility layer for multiple asynchronous event lo
 category = "dev"
 optional = false
 python-versions = ">=3.6.2"
+files = [
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+    {file = "anyio-3.6.1.tar.gz", hash = "sha256:413adf95f93886e442aea925f3ee43baa5a765a64a0f52c6081894f9992fdd0b"},
+]
 
 [package.dependencies]
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["packaging", "sphinx-rtd-theme", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "contextlib2", "uvloop (<0.15)", "mock (>=4)", "uvloop (>=0.15)"]
+doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
 trio = ["trio (>=0.16)"]
 
 [[package]]
@@ -108,6 +212,10 @@ description = "A small Python module for determining appropriate platform-specif
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
+    {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
+]
 
 [[package]]
 name = "appnope"
@@ -116,6 +224,10 @@ description = "Disable App Nap on macOS >= 10.9"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
+    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+]
 
 [[package]]
 name = "argon2-cffi"
@@ -124,13 +236,17 @@ description = "The secure Argon2 password hashing algorithm."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
+    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
 [package.extras]
-dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
-docs = ["sphinx", "sphinx-notfound-page", "furo"]
+dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
+docs = ["furo", "sphinx", "sphinx-notfound-page"]
 tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
 
 [[package]]
@@ -140,12 +256,35 @@ description = "Low-level CFFI bindings for Argon2"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:ccb949252cb2ab3a08c02024acb77cfb179492d5701c7cbdbfd776124d4d2367"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9524464572e12979364b7d600abf96181d3541da11e23ddf565a32e70bd4dc0d"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b746dba803a79238e925d9046a63aa26bf86ab2a2fe74ce6b009a1c3f5c8f2ae"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:58ed19212051f49a523abb1dbe954337dc82d947fb6e5a0da60f7c8471a8476c"},
+    {file = "argon2_cffi_bindings-21.2.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:bd46088725ef7f58b5a1ef7ca06647ebaf0eb4baff7d1d0d177c6cc8744abd86"},
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+    {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:93f9bf70084f97245ba10ee36575f0c3f1e7d7724d67d8e5b08e61787c320ed7"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3b9ef65804859d335dc6b31582cad2c5166f0c3e7975f324d9ffaa34ee7e6583"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d4966ef5848d820776f5f562a7d45fdd70c2f330c961d0d745b784034bd9f48d"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
+    {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:5e00316dabdaea0b2dd82d141cc66889ced0cdcbfa599e8b471cf22c620c329a"},
+]
 
 [package.dependencies]
 cffi = ">=1.0.1"
 
 [package.extras]
-dev = ["pytest", "cogapp", "pre-commit", "wheel"]
+dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
 [[package]]
@@ -155,6 +294,10 @@ description = "Annotate AST trees with source code positions"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "asttokens-2.0.5-py2.py3-none-any.whl", hash = "sha256:0844691e88552595a6f4a4281a9f7f79b8dd45ca4ccea82e5e05b4bbdb76705c"},
+    {file = "asttokens-2.0.5.tar.gz", hash = "sha256:9a54c114f02c7a9480d56550932546a3f1fe71d8a02f1bc7ccd0ee3ee35cf4d5"},
+]
 
 [package.dependencies]
 six = "*"
@@ -169,6 +312,10 @@ description = "Timeout context manager for asyncio programs"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "async-timeout-4.0.2.tar.gz", hash = "sha256:2163e1640ddb52b7a8c80d0a67a08587e5d245cc9c553a74a847056bc2976b15"},
+    {file = "async_timeout-4.0.2-py3-none-any.whl", hash = "sha256:8ca1e4fcf50d07413d66d1a5e416e42cfdf5851c981d679a09851a6853383b3c"},
+]
 
 [[package]]
 name = "atomicwrites"
@@ -177,6 +324,10 @@ description = "Atomic file writes."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "atomicwrites-1.4.0-py2.py3-none-any.whl", hash = "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197"},
+    {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
+]
 
 [[package]]
 name = "attrs"
@@ -185,12 +336,16 @@ description = "Classes Without Boilerplate"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "attrs-21.4.0-py2.py3-none-any.whl", hash = "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4"},
+    {file = "attrs-21.4.0.tar.gz", hash = "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"},
+]
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
 
 [[package]]
 name = "autopage"
@@ -199,6 +354,10 @@ description = "A library to provide automatic paging for console output"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "autopage-0.5.1-py3-none-any.whl", hash = "sha256:0fbf5efbe78d466a26753e1dee3272423a3adc989d6a778c700e89a3f8ff0d88"},
+    {file = "autopage-0.5.1.tar.gz", hash = "sha256:01be3ee61bb714e9090fcc5c10f4cf546c396331c620c6ae50a2321b28ed3199"},
+]
 
 [[package]]
 name = "babel"
@@ -207,6 +366,10 @@ description = "Internationalization utilities"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "Babel-2.10.3-py3-none-any.whl", hash = "sha256:ff56f4892c1c4bf0d814575ea23471c230d544203c7748e8c68f0089478d48eb"},
+    {file = "Babel-2.10.3.tar.gz", hash = "sha256:7614553711ee97490f732126dc077f8d0ae084ebc6a96e23db1482afabdb2c51"},
+]
 
 [package.dependencies]
 pytz = ">=2015.7"
@@ -218,6 +381,10 @@ description = "Specifications for callback functions passed in to an API"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
 
 [[package]]
 name = "beautifulsoup4"
@@ -226,6 +393,10 @@ description = "Screen-scraping library"
 category = "dev"
 optional = false
 python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.11.1-py3-none-any.whl", hash = "sha256:58d5c3d29f5a36ffeb94f02f0d786cd53014cf9b3b3951d42e0080d8a9498d30"},
+    {file = "beautifulsoup4-4.11.1.tar.gz", hash = "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"},
+]
 
 [package.dependencies]
 soupsieve = ">1.2"
@@ -241,6 +412,10 @@ description = "Python multiprocessing fork with improvements and bugfixes"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "billiard-3.6.4.0-py3-none-any.whl", hash = "sha256:87103ea78fa6ab4d5c751c4909bcff74617d985de7fa8b672cf8618afd5a875b"},
+    {file = "billiard-3.6.4.0.tar.gz", hash = "sha256:299de5a8da28a783d51b197d496bef4f1595dd023a93a4f59dde1886ae905547"},
+]
 
 [[package]]
 name = "bio-embeddings-allennlp"
@@ -249,6 +424,10 @@ description = "An open-source NLP research library, built on PyTorch."
 category = "main"
 optional = true
 python-versions = ">=3.6.1"
+files = [
+    {file = "bio-embeddings-allennlp-0.9.2.tar.gz", hash = "sha256:fb856a83fcb464f9585a3a96e543dcb41fb6d979915ba6ffa27609f74e2634ac"},
+    {file = "bio_embeddings_allennlp-0.9.2-py3-none-any.whl", hash = "sha256:63acdc62b7dcee72391628e73a8a64ca70cbc1d8852b73b3c16b8e9fe9a4ed9a"},
+]
 
 [package.dependencies]
 boto3 = "*"
@@ -291,6 +470,10 @@ description = ""
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "bio_embeddings_bepler-0.0.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:bf5f0c742eb0db24d0a30eb581d81737372737046f781ce790bef95bd822390a"},
+    {file = "bio_embeddings_bepler-0.0.1.tar.gz", hash = "sha256:fa8a6351414709d208e6b41852e73bf4f0afd5cbde5896ff4fc647cc57aa51cc"},
+]
 
 [[package]]
 name = "bio-embeddings-cpcprot"
@@ -299,6 +482,10 @@ description = "Parameter-efficient pretrained model for obtaining protein embedd
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "bio_embeddings_CPCProt-0.0.1-py3-none-any.whl", hash = "sha256:a6ce9db8f11aee595742445e60f6cd636eca9ecafed508b64e6bfe04cb5305fa"},
+    {file = "bio_embeddings_CPCProt-0.0.1.tar.gz", hash = "sha256:046a8699ef771738c482a04459c2b99f59b22e71378d1ebb5e1a083952a5d4b3"},
+]
 
 [package.dependencies]
 bio-embeddings-tape-proteins = ">=0.4,<=1.0"
@@ -314,6 +501,10 @@ description = "Deep Sequence Alignments."
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "bio-embeddings-deepblast-0.1.0.tar.gz", hash = "sha256:26c1c18b405eeea57ad20d1d4c39c35dc40c9706705662a0af188523757bfae7"},
+    {file = "bio_embeddings_deepblast-0.1.0-py3-none-any.whl", hash = "sha256:5959f8816a624043a27e3702f5fc52fe52b18bd294385ae17f526d5eb3eac10c"},
+]
 
 [package.dependencies]
 matplotlib = "*"
@@ -333,6 +524,10 @@ description = "Protein sequence representations Learned Using Structural informa
 category = "main"
 optional = true
 python-versions = ">=3.6.1"
+files = [
+    {file = "bio_embeddings_PLUS-0.1.1-py3-none-any.whl", hash = "sha256:468fad78e3be2759e0d4fd9977f7973a8c0fbef8f6af07835b83f6597b5d9cd2"},
+    {file = "bio_embeddings_PLUS-0.1.1.tar.gz", hash = "sha256:c3336387c11502ef8b827d5d703d6a7c9f3c6e4812ca18131ea399b337031346"},
+]
 
 [package.dependencies]
 numpy = ">=1.17.4,<2.0.0"
@@ -347,6 +542,9 @@ description = "Repostory of Protein Benchmarking and Modeling"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "bio_embeddings_tape_proteins-0.5-py3-none-any.whl", hash = "sha256:12b3d3cf675f130bdc41bf7b746f9571a4381b06fca0a65f0d28d9f0bada9233"},
+]
 
 [package.dependencies]
 biopython = "*"
@@ -366,6 +564,47 @@ description = "Freely available tools for computational molecular biology."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "biopython-1.79-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bb3c25ac6688ceac074e8d09951d29d1ef49c0645f677550d7cbe5b950da5ccf"},
+    {file = "biopython-1.79-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d759ccb6e7539130f0b272bc246715cad2a2fb91520d62db183d62d65f80a215"},
+    {file = "biopython-1.79-cp310-cp310-win32.whl", hash = "sha256:1af4348c17e43f3c79a16af87424d8e3a32e2168ab9246106a085bbb2b8d3450"},
+    {file = "biopython-1.79-cp310-cp310-win_amd64.whl", hash = "sha256:9eadfd4300f534cd4fa39613eeee786d2c3d6b981d373c5c46616fa1a97cad10"},
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+    {file = "biopython-1.79-cp311-cp311-win32.whl", hash = "sha256:6d1b8a63cb569209fb431d34dea0792d5c3ec0207aada3bdec3f8bf0c4a406fb"},
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+]
 
 [package.dependencies]
 numpy = "*"
@@ -377,6 +616,10 @@ description = "The uncompromising code formatter."
 category = "dev"
 optional = false
 python-versions = ">=3.6.2"
+files = [
+    {file = "black-21.8b0-py3-none-any.whl", hash = "sha256:2a0f9a8c2b2a60dbcf1ccb058842fb22bdbbcb2f32c6cc02d9578f90b92ce8b7"},
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+]
 
 [package.dependencies]
 click = ">=7.1.2"
@@ -401,6 +644,10 @@ description = "An easy safelist-based HTML-sanitizing tool."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 six = ">=1.9.0"
@@ -408,7 +655,7 @@ webencodings = "*"
 
 [package.extras]
 css = ["tinycss2 (>=1.1.0,<1.2)"]
-dev = ["build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "Sphinx (==4.3.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)", "black (==22.3.0)", "mypy (==0.961)"]
+dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"]
 
 [[package]]
 name = "blinker"
@@ -417,6 +664,9 @@ description = "Fast, simple object-to-object and broadcast signaling"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "blinker-1.4.tar.gz", hash = "sha256:471aee25f3992bd325afa3772f1063dbdbbca947a041b8b89466dc00d606f8b6"},
+]
 
 [[package]]
 name = "blis"
@@ -425,6 +675,32 @@ description = "The Blis BLAS-like linear algebra library, as a self-contained C-
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+    {file = "blis-0.7.8-cp39-cp39-win_amd64.whl", hash = "sha256:bf60f634481c3d0faf831ac4f2d1c75343e98f714dc88e3fb3c329758577e772"},
+    {file = "blis-0.7.8.tar.gz", hash = "sha256:f7d541bb06323aa350163ba4a3ad00e8effb3b53d4c58ee6228224f3928b6c57"},
+]
 
 [package.dependencies]
 numpy = ">=1.15.0"
@@ -436,6 +712,10 @@ description = "The AWS SDK for Python"
 category = "main"
 optional = true
 python-versions = ">= 3.7"
+files = [
+    {file = "boto3-1.24.21-py3-none-any.whl", hash = "sha256:abe5b44010e3f50c5e0243aa4fc2338f10e5a868413faa0d6ae79131d6b507b8"},
+    {file = "boto3-1.24.21.tar.gz", hash = "sha256:551e902b70ccf9f6a58e28bb409718a0403b021b17ff6d63ab0b9af5a122386e"},
+]
 
 [package.dependencies]
 botocore = ">=1.27.21,<1.28.0"
@@ -452,6 +732,10 @@ description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = true
 python-versions = ">= 3.7"
+files = [
+    {file = "botocore-1.27.21-py3-none-any.whl", hash = "sha256:3bafa8e773d207c0ce02c63790a8820562e22d2e892abaf1eb90c343e995218a"},
+    {file = "botocore-1.27.21.tar.gz", hash = "sha256:b685ffc0ac170bf7de5fde931504eccd939f8545a9c9d10259245ca4c91101e5"},
+]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -468,6 +752,10 @@ description = "A simple, correct PEP 517 build frontend"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "build-0.8.0-py3-none-any.whl", hash = "sha256:19b0ed489f92ace6947698c3ca8436cb0556a66e2aa2d34cd70e2a5d27cd0437"},
+    {file = "build-0.8.0.tar.gz", hash = "sha256:887a6d471c901b1a6e6574ebaeeebb45e5269a79d095fe9a8f88d6614ed2e5f0"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "os_name == \"nt\""}
@@ -477,7 +765,7 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
 docs = ["furo (>=2021.08.31)", "sphinx (>=4.0,<5.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)"]
-test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "toml (>=0.10.0)", "wheel (>=0.36.0)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)"]
+test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "toml (>=0.10.0)", "wheel (>=0.36.0)"]
 typing = ["importlib-metadata (>=4.6.4)", "mypy (==0.950)", "typing-extensions (>=3.7.4.3)"]
 virtualenv = ["virtualenv (>=20.0.35)"]
 
@@ -488,6 +776,10 @@ description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = true
 python-versions = "~=3.7"
+files = [
+    {file = "cachetools-5.2.0-py3-none-any.whl", hash = "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"},
+    {file = "cachetools-5.2.0.tar.gz", hash = "sha256:6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757"},
+]
 
 [[package]]
 name = "catalogue"
@@ -496,6 +788,10 @@ description = "Super lightweight function registries for your library"
 category = "main"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+files = [
+    {file = "catalogue-1.0.0-py2.py3-none-any.whl", hash = "sha256:584d78e7f4c3c6e2fd498eb56dfc8ef1f4ff738480237de2ccd26cbe2cf47172"},
+    {file = "catalogue-1.0.0.tar.gz", hash = "sha256:d74d1d856c6b36a37bf14aa6dbbc27d0582667b7ab979a6108e61a575e8723f5"},
+]
 
 [[package]]
 name = "celery"
@@ -504,6 +800,10 @@ description = "Distributed Task Queue."
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "celery-5.2.7-py3-none-any.whl", hash = "sha256:138420c020cd58d6707e6257b6beda91fd39af7afde5d36c6334d175302c0e14"},
+    {file = "celery-5.2.7.tar.gz", hash = "sha256:fafbd82934d30f8a004f81e8f7a062e31413a23d444be8ee3326553915958c6d"},
+]
 
 [package.dependencies]
 billiard = ">=3.6.4.0,<4.0"
@@ -542,7 +842,7 @@ s3 = ["boto3 (>=1.9.125)"]
 slmq = ["softlayer-messaging (>=1.0.3)"]
 solar = ["ephem"]
 sqlalchemy = ["sqlalchemy"]
-sqs = ["kombu"]
+sqs = ["kombu[sqs]"]
 tblib = ["tblib (>=1.3.0)", "tblib (>=1.5.0)"]
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=1.3.1)"]
@@ -555,6 +855,10 @@ description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "certifi-2022.6.15-py3-none-any.whl", hash = "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"},
+    {file = "certifi-2022.6.15.tar.gz", hash = "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d"},
+]
 
 [[package]]
 name = "cffi"
@@ -563,20 +867,90 @@ description = "Foreign Function Interface for Python calling C code."
 category = "main"
 optional = false
 python-versions = "*"
-
-[package.dependencies]
-pycparser = "*"
-
-[[package]]
-name = "charset-normalizer"
-version = "2.1.0"
-description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
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+]
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.1.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
 python-versions = ">=3.6.0"
+files = [
+    {file = "charset-normalizer-2.1.0.tar.gz", hash = "sha256:575e708016ff3a5e3681541cb9d79312c416835686d054a23accb873b254f413"},
+    {file = "charset_normalizer-2.1.0-py3-none-any.whl", hash = "sha256:5189b6f22b01957427f35b6a08d9a0bc45b46d3788ef5a92e978433c7a35f8a5"},
+]
 
 [package.extras]
-unicode_backport = ["unicodedata2"]
+unicode-backport = ["unicodedata2"]
 
 [[package]]
 name = "check-manifest"
@@ -585,9 +959,14 @@ description = "Check MANIFEST.in in a Python source package for completeness"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "check-manifest-0.48.tar.gz", hash = "sha256:3b575f1dade7beb3078ef4bf33a94519834457c7281dbc726b15c5466b55c657"},
+    {file = "check_manifest-0.48-py3-none-any.whl", hash = "sha256:b1923685f98c1c2468601a1a7bed655db549a25d43c583caded3860ad8308f8c"},
+]
 
 [package.dependencies]
 build = ">=0.1"
+setuptools = "*"
 tomli = "*"
 
 [package.extras]
@@ -600,6 +979,10 @@ description = "Composable command line interface toolkit"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
+    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -611,6 +994,10 @@ description = "Enables git-like *did-you-mean* feature in click"
 category = "main"
 optional = false
 python-versions = ">=3.6.2,<4.0.0"
+files = [
+    {file = "click-didyoumean-0.3.0.tar.gz", hash = "sha256:f184f0d851d96b6d29297354ed981b7dd71df7ff500d82fa6d11f0856bee8035"},
+    {file = "click_didyoumean-0.3.0-py3-none-any.whl", hash = "sha256:a0713dc7a1de3f06bc0df5a9567ad19ead2d3d5689b434768a6145bff77c0667"},
+]
 
 [package.dependencies]
 click = ">=7"
@@ -622,12 +1009,16 @@ description = "An extension module for click to enable registering CLI commands
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "click-plugins-1.1.1.tar.gz", hash = "sha256:46ab999744a9d831159c3411bb0c79346d94a444df9a3a3742e9ed63645f264b"},
+    {file = "click_plugins-1.1.1-py2.py3-none-any.whl", hash = "sha256:5d262006d3222f5057fd81e1623d4443e41dcda5dc815c06b442aa3c02889fc8"},
+]
 
 [package.dependencies]
 click = ">=4.0"
 
 [package.extras]
-dev = ["pytest (>=3.6)", "pytest-cov", "wheel", "coveralls"]
+dev = ["coveralls", "pytest (>=3.6)", "pytest-cov", "wheel"]
 
 [[package]]
 name = "click-repl"
@@ -636,6 +1027,10 @@ description = "REPL plugin for Click"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "click-repl-0.2.0.tar.gz", hash = "sha256:cd12f68d745bf6151210790540b4cb064c7b13e571bc64b6957d98d120dacfd8"},
+    {file = "click_repl-0.2.0-py3-none-any.whl", hash = "sha256:94b3fbbc9406a236f176e0506524b2937e4b23b6f4c0c0b2a0a83f8a64e9194b"},
+]
 
 [package.dependencies]
 click = "*"
@@ -649,6 +1044,10 @@ description = "Command Line Interface Formulation Framework"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "cliff-3.10.1-py3-none-any.whl", hash = "sha256:a21da482714b9f0b0e9bafaaf2f6a8b3b14161bb47f62e10e28d2fe4ff4b1626"},
+    {file = "cliff-3.10.1.tar.gz", hash = "sha256:045aee3f3c64471965d7ad507ce8474a4e2f20815fbb5405a770f8596a2a00a0"},
+]
 
 [package.dependencies]
 autopage = ">=0.4.0"
@@ -666,6 +1065,10 @@ description = "Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "cmaes-0.8.2-py3-none-any.whl", hash = "sha256:9c4127be8942da3ac6857a7564d18a4a655462d77aa2d551a8e88063b23e0699"},
+    {file = "cmaes-0.8.2.tar.gz", hash = "sha256:1c04ba23ded925ef13b96f42cfbd667a905ea5b80754c750e6448b9fcda96a5d"},
+]
 
 [package.dependencies]
 numpy = "*"
@@ -677,6 +1080,10 @@ description = "cmd2 - quickly build feature-rich and user-friendly interactive c
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "cmd2-2.4.1-py3-none-any.whl", hash = "sha256:e6f49b0854b6aec2f20073bae99f1deede16c24b36fde682045d73c80c4cfb51"},
+    {file = "cmd2-2.4.1.tar.gz", hash = "sha256:f3b0467daca18fca0dc7838de7726a72ab64127a018a377a86a6ed8ebfdbb25f"},
+]
 
 [package.dependencies]
 attrs = ">=16.3.0"
@@ -685,8 +1092,8 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
 wcwidth = ">=0.1.7"
 
 [package.extras]
-dev = ["codecov", "doc8", "flake8", "invoke", "mypy (==0.902)", "nox", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "sphinx", "sphinx-rtd-theme", "sphinx-autobuild", "twine (>=1.11)"]
-test = ["codecov", "coverage", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "gnureadline"]
+dev = ["codecov", "doc8", "flake8", "invoke", "mypy (==0.902)", "nox", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "sphinx", "sphinx-autobuild", "sphinx-rtd-theme", "twine (>=1.11)"]
+test = ["codecov", "coverage", "gnureadline", "pytest (>=4.6)", "pytest-cov", "pytest-mock"]
 validate = ["flake8", "mypy (==0.902)", "types-pkg-resources"]
 
 [[package]]
@@ -696,6 +1103,10 @@ description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
 
 [[package]]
 name = "colorlog"
@@ -704,6 +1115,10 @@ description = "Add colours to the output of Python's logging module."
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "colorlog-6.6.0-py2.py3-none-any.whl", hash = "sha256:351c51e866c86c3217f08e4b067a7974a678be78f07f85fc2d55b8babde6d94e"},
+    {file = "colorlog-6.6.0.tar.gz", hash = "sha256:344f73204009e4c83c5b6beb00b3c45dc70fcdae3c80db919e0a4171d006fde8"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -718,6 +1133,10 @@ description = "CoNLL-U Parser parses a CoNLL-U formatted string into a nested py
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "conllu-4.4-py2.py3-none-any.whl", hash = "sha256:fe7e3547bc2beec8a0af8076cd564040dff7feec4ef20779a63a395e59e8116f"},
+    {file = "conllu-4.4.tar.gz", hash = "sha256:37b812ef3e30168232239d65564e257975c3399ec5d7fca9915a52b44bdc6553"},
+]
 
 [[package]]
 name = "cycler"
@@ -726,6 +1145,10 @@ description = "Composable style cycles"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [[package]]
 name = "cymem"
@@ -734,6 +1157,32 @@ description = "Manage calls to calloc/free through Cython"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "debugpy"
@@ -742,6 +1191,26 @@ description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "decorator"
@@ -750,6 +1219,10 @@ description = "Decorators for Humans"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
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+]
 
 [[package]]
 name = "defusedxml"
@@ -758,6 +1231,10 @@ description = "XML bomb protection for Python stdlib modules"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
 
 [[package]]
 name = "distlib"
@@ -766,6 +1243,10 @@ description = "Distribution utilities"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "docutils"
@@ -774,6 +1255,10 @@ description = "Docutils -- Python Documentation Utilities"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
 
 [[package]]
 name = "editdistance"
@@ -782,6 +1267,59 @@ description = "Fast implementation of the edit distance(Levenshtein distance)"
 category = "main"
 optional = true
 python-versions = ">=3.5"
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 [[package]]
 name = "entrypoints"
@@ -790,6 +1328,10 @@ description = "Discover and load entry points from installed packages."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
+    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+]
 
 [[package]]
 name = "etils"
@@ -798,28 +1340,31 @@ description = "Collection of common python utils"
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "etils-0.6.0-py3-none-any.whl", hash = "sha256:e47b14402f2fc883c70a394e86b3236e4929cfd90187fba58d2f4d3eb2e07c05"},
+    {file = "etils-0.6.0.tar.gz", hash = "sha256:6677241051835d0db11c4947bcad938f57b51ea102290624f892f1e4e51b70e5"},
+]
 
 [package.dependencies]
-etils = {version = "*", extras = ["epy"], optional = true, markers = "extra == \"epath\""}
 importlib_resources = {version = "*", optional = true, markers = "extra == \"epath\""}
 typing_extensions = {version = "*", optional = true, markers = "extra == \"epy\""}
 zipp = {version = "*", optional = true, markers = "extra == \"epath\""}
 
 [package.extras]
-all = ["etils", "etils", "etils", "etils", "etils", "etils", "etils", "etils", "etils", "etils", "etils"]
+all = ["etils[array-types]", "etils[ecolab]", "etils[edc]", "etils[enp]", "etils[epath]", "etils[epy]", "etils[etqdm]", "etils[etree-dm]", "etils[etree-jax]", "etils[etree-tf]", "etils[etree]"]
 array-types = ["numpy"]
-dev = ["pytest", "pytest-subtests", "pytest-xdist", "pylint (>=2.6.0)", "yapf", "chex"]
-ecolab = ["jupyter", "numpy", "mediapy", "etils"]
-edc = ["etils"]
-enp = ["numpy", "etils"]
-epath = ["importlib-resources", "zipp", "etils"]
-epath-no-tf = ["etils"]
-epy = ["typing-extensions"]
-etqdm = ["absl-py", "tqdm", "etils"]
-etree = ["etils", "etils", "etils", "etils"]
-etree-dm = ["dm-tree", "etils"]
-etree-jax = ["jax", "etils"]
-etree-tf = ["tf-nightly", "etils"]
+dev = ["chex", "pylint (>=2.6.0)", "pytest", "pytest-subtests", "pytest-xdist", "yapf"]
+ecolab = ["etils[enp]", "jupyter", "mediapy", "numpy"]
+edc = ["etils[epy]"]
+enp = ["etils[array-types]", "numpy"]
+epath = ["etils[epy]", "importlib_resources", "zipp"]
+epath-no-tf = ["etils[epath]"]
+epy = ["typing_extensions"]
+etqdm = ["absl-py", "etils[epy]", "tqdm"]
+etree = ["etils[array-types]", "etils[enp]", "etils[epy]", "etils[etqdm]"]
+etree-dm = ["dm-tree", "etils[etree]"]
+etree-jax = ["etils[etree]", "jax[cpu]"]
+etree-tf = ["etils[etree]", "tf-nightly"]
 
 [[package]]
 name = "exceptiongroup"
@@ -828,6 +1373,10 @@ description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.0.0rc8-py3-none-any.whl", hash = "sha256:ab0a968e1ef769e55d9a596f4a89f7be9ffedbc9fdefdb77cc68cf5c33ce1035"},
+    {file = "exceptiongroup-1.0.0rc8.tar.gz", hash = "sha256:6990c24f06b8d33c8065cfe43e5e8a4bfa384e0358be036af9cc60b6321bd11a"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
@@ -839,6 +1388,10 @@ description = "Get the currently executing AST node of a frame, and other inform
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "executing-0.8.3-py2.py3-none-any.whl", hash = "sha256:d1eef132db1b83649a3905ca6dd8897f71ac6f8cac79a7e58a1a09cf137546c9"},
+    {file = "executing-0.8.3.tar.gz", hash = "sha256:c6554e21c6b060590a6d3be4b82fb78f8f0194d809de5ea7df1c093763311501"},
+]
 
 [[package]]
 name = "fair-esm"
@@ -847,6 +1400,10 @@ description = "Evolutionary Scale Modeling (esm): Pretrained language models for
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "fair-esm-0.4.0.tar.gz", hash = "sha256:5df480743116b64b5bfc2fb3becde8a89235767a5dd66e84697958ce0b6d4167"},
+    {file = "fair_esm-0.4.0-py3-none-any.whl", hash = "sha256:7f46a2ec89526848359c5bbb7bbb4bae8ed30291337624016d55eb23ff44af32"},
+]
 
 [[package]]
 name = "fastjsonschema"
@@ -855,9 +1412,13 @@ description = "Fastest Python implementation of JSON schema"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "fastjsonschema-2.15.3-py3-none-any.whl", hash = "sha256:ddb0b1d8243e6e3abb822bd14e447a89f4ab7439342912d590444831fa00b6a0"},
+    {file = "fastjsonschema-2.15.3.tar.gz", hash = "sha256:0a572f0836962d844c1fc435e200b2e4f4677e4e6611a2e3bdd01ba697c275ec"},
+]
 
 [package.extras]
-devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
+devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
 [[package]]
 name = "filelock"
@@ -866,6 +1427,10 @@ description = "A platform independent file lock."
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.7.1-py3-none-any.whl", hash = "sha256:37def7b658813cda163b56fc564cdc75e86d338246458c4c28ae84cabefa2404"},
+    {file = "filelock-3.7.1.tar.gz", hash = "sha256:3a0fd85166ad9dbab54c9aec96737b744106dc5f15c0b09a6744a445299fcf04"},
+]
 
 [package.extras]
 docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
@@ -878,6 +1443,10 @@ description = "Plugin for nose or pytest that automatically reruns flaky tests."
 category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "flaky-3.7.0-py2.py3-none-any.whl", hash = "sha256:d6eda73cab5ae7364504b7c44670f70abed9e75f77dd116352f662817592ec9c"},
+    {file = "flaky-3.7.0.tar.gz", hash = "sha256:3ad100780721a1911f57a165809b7ea265a7863305acb66708220820caf8aa0d"},
+]
 
 [[package]]
 name = "flask"
@@ -886,6 +1455,10 @@ description = "A simple framework for building complex web applications."
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "Flask-2.1.2-py3-none-any.whl", hash = "sha256:fad5b446feb0d6db6aec0c3184d16a8c1f6c3e464b511649c8918a9be100b4fe"},
+    {file = "Flask-2.1.2.tar.gz", hash = "sha256:315ded2ddf8a6281567edb27393010fe3406188bafbfe65a3339d5787d89e477"},
+]
 
 [package.dependencies]
 click = ">=8.0"
@@ -905,6 +1478,10 @@ description = "A Flask extension adding a decorator for CORS support"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "Flask-Cors-3.0.10.tar.gz", hash = "sha256:b60839393f3b84a0f3746f6cdca56c1ad7426aa738b70d6c61375857823181de"},
+    {file = "Flask_Cors-3.0.10-py2.py3-none-any.whl", hash = "sha256:74efc975af1194fc7891ff5cd85b0f7478be4f7f59fe158102e91abb72bb4438"},
+]
 
 [package.dependencies]
 Flask = ">=0.9"
@@ -917,6 +1494,10 @@ description = "Fully featured framework for fast, easy and documented API develo
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "flask-restx-0.5.1.tar.gz", hash = "sha256:63c69a61999a34f1774eaccc6fc8c7f504b1aad7d56a8ec672264e52d9ac05f4"},
+    {file = "flask_restx-0.5.1-py2.py3-none-any.whl", hash = "sha256:96157547acaa8892adcefd8c60abf9040212ac2a8634937a82946e07b46147fd"},
+]
 
 [package.dependencies]
 aniso8601 = {version = ">=0.82", markers = "python_version >= \"3.5\""}
@@ -927,9 +1508,9 @@ six = ">=1.3.0"
 werkzeug = "!=2.0.0"
 
 [package.extras]
-dev = ["blinker", "Faker (==2.0.0)", "mock (==3.0.5)", "pytest-benchmark (==3.2.2)", "pytest-cov (==2.7.1)", "pytest-flask (==0.15.1)", "pytest-mock (==1.10.4)", "pytest-profiling (==1.7.0)", "tzlocal", "invoke (==1.3.0)", "readme-renderer (==24.0)", "twine (==1.15.0)", "tox", "pytest (==4.6.5)", "pytest (==5.4.1)", "ossaudit", "black"]
-doc = ["alabaster (==0.7.12)", "Sphinx (==2.1.2)", "sphinx-issues (==1.2.0)"]
-test = ["blinker", "Faker (==2.0.0)", "mock (==3.0.5)", "pytest-benchmark (==3.2.2)", "pytest-cov (==2.7.1)", "pytest-flask (==0.15.1)", "pytest-mock (==1.10.4)", "pytest-profiling (==1.7.0)", "tzlocal", "invoke (==1.3.0)", "readme-renderer (==24.0)", "twine (==1.15.0)", "pytest (==4.6.5)", "pytest (==5.4.1)", "ossaudit"]
+dev = ["Faker (==2.0.0)", "black", "blinker", "invoke (==1.3.0)", "mock (==3.0.5)", "ossaudit", "pytest (==4.6.5)", "pytest (==5.4.1)", "pytest-benchmark (==3.2.2)", "pytest-cov (==2.7.1)", "pytest-flask (==0.15.1)", "pytest-mock (==1.10.4)", "pytest-profiling (==1.7.0)", "readme-renderer (==24.0)", "tox", "twine (==1.15.0)", "tzlocal"]
+doc = ["Sphinx (==2.1.2)", "alabaster (==0.7.12)", "sphinx-issues (==1.2.0)"]
+test = ["Faker (==2.0.0)", "blinker", "invoke (==1.3.0)", "mock (==3.0.5)", "ossaudit", "pytest (==4.6.5)", "pytest (==5.4.1)", "pytest-benchmark (==3.2.2)", "pytest-cov (==2.7.1)", "pytest-flask (==0.15.1)", "pytest-mock (==1.10.4)", "pytest-profiling (==1.7.0)", "readme-renderer (==24.0)", "twine (==1.15.0)", "tzlocal"]
 
 [[package]]
 name = "flatbuffers"
@@ -938,6 +1519,10 @@ description = "The FlatBuffers serialization format for Python"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "flatbuffers-2.0-py2.py3-none-any.whl", hash = "sha256:3751954f0604580d3219ae49a85fafec9d85eec599c0b96226e1bc0b48e57474"},
+    {file = "flatbuffers-2.0.tar.gz", hash = "sha256:12158ab0272375eab8db2d663ae97370c33f152b27801fa6024e1d6105fd4dd2"},
+]
 
 [[package]]
 name = "fonttools"
@@ -946,11 +1531,15 @@ description = "Tools to manipulate font files"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "fonttools-4.33.3-py3-none-any.whl", hash = "sha256:f829c579a8678fa939a1d9e9894d01941db869de44390adb49ce67055a06cc2a"},
+    {file = "fonttools-4.33.3.zip", hash = "sha256:c0fdcfa8ceebd7c1b2021240bd46ef77aa8e7408cf10434be55df52384865f8e"},
+]
 
 [package.extras]
-all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=14.0.0)", "xattr"]
+all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["scipy", "munkres"]
+interpolatable = ["munkres", "scipy"]
 lxml = ["lxml (>=4.0,<5)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
@@ -959,7 +1548,7 @@ symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
 unicode = ["unicodedata2 (>=14.0.0)"]
-woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
+woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "frozenlist"
@@ -968,6 +1557,67 @@ description = "A list-like structure which implements collections.abc.MutableSeq
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "frozenlist-1.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d2257aaba9660f78c7b1d8fea963b68f3feffb1a9d5d05a18401ca9eb3e8d0a3"},
+    {file = "frozenlist-1.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4a44ebbf601d7bac77976d429e9bdb5a4614f9f4027777f9e54fd765196e9d3b"},
+    {file = "frozenlist-1.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:45334234ec30fc4ea677f43171b18a27505bfb2dba9aca4398a62692c0ea8868"},
+    {file = "frozenlist-1.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:47be22dc27ed933d55ee55845d34a3e4e9f6fee93039e7f8ebadb0c2f60d403f"},
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+]
 
 [[package]]
 name = "fsspec"
@@ -976,6 +1626,10 @@ description = "File-system specification"
 category = "main"
 optional = true
 python-versions = ">3.6"
+files = [
+    {file = "fsspec-0.8.5-py3-none-any.whl", hash = "sha256:5629dc945800873cb2092df806c854e74c2799f4854247bce37ca7171000a7ec"},
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+]
 
 [package.dependencies]
 aiohttp = {version = "*", optional = true, markers = "extra == \"http\""}
@@ -985,13 +1639,13 @@ requests = {version = "*", optional = true, markers = "extra == \"http\""}
 abfs = ["adlfs"]
 adl = ["adlfs"]
 dask = ["dask", "distributed"]
-dropbox = ["dropboxdrivefs", "requests", "dropbox"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 gcs = ["gcsfs"]
 git = ["pygit2"]
 github = ["requests"]
 gs = ["gcsfs"]
 hdfs = ["pyarrow"]
-http = ["requests", "aiohttp"]
+http = ["aiohttp", "requests"]
 s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
@@ -1004,6 +1658,10 @@ description = "Fixes mojibake and other problems with Unicode, after the fact"
 category = "main"
 optional = true
 python-versions = ">=3.7,<4"
+files = [
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+]
 
 [package.dependencies]
 wcwidth = ">=0.2.5"
@@ -1015,6 +1673,10 @@ description = "A clean customisable Sphinx documentation theme."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 beautifulsoup4 = "*"
@@ -1022,8 +1684,8 @@ pygments = ">=2.7,<3.0"
 sphinx = ">=4.0,<5.0"
 
 [package.extras]
-test = ["pytest", "pytest-cov", "pytest-xdist"]
 doc = ["myst-parser", "sphinx-copybutton", "sphinx-design", "sphinx-inline-tabs"]
+test = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "future"
@@ -1032,6 +1694,9 @@ description = "Clean single-source support for Python 3 and 2"
 category = "main"
 optional = true
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
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+]
 
 [[package]]
 name = "gensim"
@@ -1040,6 +1705,24 @@ description = "Python framework for fast Vector Space Modelling"
 category = "main"
 optional = false
 python-versions = ">=3.6"
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+]
 
 [package.dependencies]
 numpy = ">=1.17.0"
@@ -1048,9 +1731,9 @@ smart-open = ">=1.8.1"
 
 [package.extras]
 distributed = ["Pyro4 (>=4.27)"]
-docs = ["pytest", "pytest-cov", "mock", "cython", "testfixtures", "pyemd", "nmslib", "Pyro4 (>=4.27)", "visdom (>0.1.8.7)", "sphinx", "sphinx-gallery", "sphinxcontrib.programoutput", "sphinxcontrib-napoleon", "matplotlib", "memory-profiler", "annoy", "pyro4", "nltk", "statsmodels", "pandas"]
-test = ["pytest", "pytest-cov", "mock", "cython", "testfixtures", "pyemd", "nmslib", "visdom (>0.1.8.7)"]
-test-win = ["pytest", "pytest-cov", "mock", "cython", "testfixtures", "pyemd", "nmslib"]
+docs = ["Pyro4", "Pyro4 (>=4.27)", "annoy", "cython", "matplotlib", "memory-profiler", "mock", "nltk", "nmslib", "pandas", "pyemd", "pytest", "pytest-cov", "sphinx", "sphinx-gallery", "sphinxcontrib-napoleon", "sphinxcontrib.programoutput", "statsmodels", "testfixtures", "visdom (>=0.1.8,!=0.1.8.7)"]
+test = ["cython", "mock", "nmslib", "pyemd", "pytest", "pytest-cov", "testfixtures", "visdom (>=0.1.8,!=0.1.8.7)"]
+test-win = ["cython", "mock", "nmslib", "pyemd", "pytest", "pytest-cov", "testfixtures"]
 
 [[package]]
 name = "gevent"
@@ -1059,10 +1742,46 @@ description = "Coroutine-based network library"
 category = "main"
 optional = true
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5"
+files = [
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 [package.dependencies]
 cffi = {version = ">=1.12.2", markers = "platform_python_implementation == \"CPython\" and sys_platform == \"win32\""}
 greenlet = {version = ">=1.1.0,<2.0", markers = "platform_python_implementation == \"CPython\""}
+setuptools = "*"
 "zope.event" = "*"
 "zope.interface" = "*"
 
@@ -1070,8 +1789,8 @@ greenlet = {version = ">=1.1.0,<2.0", markers = "platform_python_implementation
 dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"]
 docs = ["repoze.sphinx.autointerface", "sphinxcontrib-programoutput", "zope.schema"]
 monitor = ["psutil (>=5.7.0)"]
-recommended = ["cffi (>=1.12.2)", "dnspython (>=1.16.0,<2.0)", "idna", "selectors2", "backports.socketpair", "psutil (>=5.7.0)"]
-test = ["requests", "objgraph", "cffi (>=1.12.2)", "dnspython (>=1.16.0,<2.0)", "idna", "selectors2", "futures", "mock", "backports.socketpair", "contextvars (==2.4)", "coverage (>=5.0)", "coveralls (>=1.7.0)", "psutil (>=5.7.0)"]
+recommended = ["backports.socketpair", "cffi (>=1.12.2)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)", "selectors2"]
+test = ["backports.socketpair", "cffi (>=1.12.2)", "contextvars (==2.4)", "coverage (>=5.0)", "coveralls (>=1.7.0)", "dnspython (>=1.16.0,<2.0)", "futures", "idna", "mock", "objgraph", "psutil (>=5.7.0)", "requests", "selectors2"]
 
 [[package]]
 name = "gitdb"
@@ -1080,6 +1799,10 @@ description = "Git Object Database"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "gitdb-4.0.9-py3-none-any.whl", hash = "sha256:8033ad4e853066ba6ca92050b9df2f89301b8fc8bf7e9324d412a63f8bf1a8fd"},
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+]
 
 [package.dependencies]
 smmap = ">=3.0.1,<6"
@@ -1091,6 +1814,10 @@ description = "GitPython is a python library used to interact with Git repositor
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "GitPython-3.1.27.tar.gz", hash = "sha256:1c885ce809e8ba2d88a29befeb385fcea06338d3640712b59ca623c220bb5704"},
+]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
@@ -1102,6 +1829,10 @@ description = "Google Authentication Library"
 category = "main"
 optional = true
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+files = [
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+]
 
 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
@@ -1110,8 +1841,8 @@ rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
 six = ">=1.9.0"
 
 [package.extras]
-aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
-enterprise_cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
+enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
 pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 
@@ -1122,6 +1853,10 @@ description = "Google Authentication Library"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "google-auth-oauthlib-0.4.6.tar.gz", hash = "sha256:a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a"},
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+]
 
 [package.dependencies]
 google-auth = ">=1.0.0"
@@ -1137,9 +1872,66 @@ description = "Lightweight in-process concurrent programming"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
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 [package.extras]
-docs = ["sphinx"]
+docs = ["Sphinx"]
 
 [[package]]
 name = "grpcio"
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 category = "main"
 optional = true
 python-versions = ">=3.6"
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 [package.dependencies]
 six = ">=1.5.2"
@@ -1162,6 +2002,13 @@ description = "WSGI HTTP Server for UNIX"
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
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+
+[package.dependencies]
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 [package.extras]
 eventlet = ["eventlet (>=0.24.1)"]
@@ -1176,18 +2023,44 @@ description = "Read and write HDF5 files from Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
-
-[package.dependencies]
-numpy = ">=1.14.5"
-
-[[package]]
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-description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
-optional = false
-python-versions = ">=3.7.0"
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+[[package]]
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+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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+optional = false
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 [package.dependencies]
 filelock = "*"
 packaging = ">=20.9"
@@ -1197,12 +2070,12 @@ tqdm = "*"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
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-testing = ["pytest", "pytest-cov", "datasets", "soundfile"]
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+dev = ["black (>=22.0,<23.0)", "datasets", "flake8 (>=3.8.3)", "isort (>=5.5.4)", "pytest", "pytest-cov", "soundfile"]
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+tensorflow = ["graphviz", "pydot", "tensorflow"]
+testing = ["datasets", "pytest", "pytest-cov", "soundfile"]
 torch = ["torch"]
 
 [[package]]
@@ -1212,6 +2085,10 @@ description = "Python humanize utilities"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "humanize-4.2.3-py3-none-any.whl", hash = "sha256:bed628920d45cd5018abb095710f0c03a8336d6ac0790e7647c6a328f3880b81"},
+    {file = "humanize-4.2.3.tar.gz", hash = "sha256:2bc1fdd831cd00557d3010abdd84d3e41b4a96703a3eaf6c24ee290b26b75a44"},
+]
 
 [package.extras]
 tests = ["freezegun", "pytest", "pytest-cov"]
@@ -1223,6 +2100,10 @@ description = "A library for property-based testing"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "hypothesis-6.48.2-py3-none-any.whl", hash = "sha256:6223e31cc35c786a179a3caa6032238286937a6943de7ad0adb9e0f1382edcc3"},
+    {file = "hypothesis-6.48.2.tar.gz", hash = "sha256:ef548f10438095678af7fcfa369b882390355a6329db73174a65749b677677ec"},
+]
 
 [package.dependencies]
 attrs = ">=19.2.0"
@@ -1230,8 +2111,8 @@ exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 sortedcontainers = ">=2.1.0,<3.0.0"
 
 [package.extras]
-all = ["black (>=19.10b0)", "click (>=7.0)", "django (>=2.2)", "dpcontracts (>=0.4)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=0.25)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "importlib-metadata (>=3.6)", "backports.zoneinfo (>=0.2.1)", "tzdata (>=2022.1)"]
-cli = ["click (>=7.0)", "black (>=19.10b0)", "rich (>=9.0.0)"]
+all = ["backports.zoneinfo (>=0.2.1)", "black (>=19.10b0)", "click (>=7.0)", "django (>=2.2)", "dpcontracts (>=0.4)", "importlib-metadata (>=3.6)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=0.25)", "pytest (>=4.6)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "rich (>=9.0.0)", "tzdata (>=2022.1)"]
+cli = ["black (>=19.10b0)", "click (>=7.0)", "rich (>=9.0.0)"]
 codemods = ["libcst (>=0.3.16)"]
 dateutil = ["python-dateutil (>=1.4)"]
 django = ["django (>=2.2)"]
@@ -1252,6 +2133,7 @@ description = "Top-level package for hypothesis-bio."
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = []
 develop = false
 
 [package.dependencies]
@@ -1273,6 +2155,10 @@ description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "idna-3.3-py3-none-any.whl", hash = "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff"},
+    {file = "idna-3.3.tar.gz", hash = "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"},
+]
 
 [[package]]
 name = "imagesize"
@@ -1281,6 +2167,10 @@ description = "Getting image size from png/jpeg/jpeg2000/gif file"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "imagesize-1.3.0-py2.py3-none-any.whl", hash = "sha256:1db2f82529e53c3e929e8926a1fa9235aa82d0bd0c580359c67ec31b2fddaa8c"},
+    {file = "imagesize-1.3.0.tar.gz", hash = "sha256:cd1750d452385ca327479d45b64d9c7729ecf0b3969a58148298c77092261f9d"},
+]
 
 [[package]]
 name = "importlib-metadata"
@@ -1289,14 +2179,18 @@ description = "Read metadata from Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_metadata-4.12.0-py3-none-any.whl", hash = "sha256:7401a975809ea1fdc658c3aa4f78cc2195a0e019c5cbc4c06122884e9ae80c23"},
+    {file = "importlib_metadata-4.12.0.tar.gz", hash = "sha256:637245b8bab2b6502fcbc752cc4b7a6f6243bb02b31c5c26156ad103d3d45670"},
+]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
 perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
 [[package]]
 name = "importlib-resources"
@@ -1305,13 +2199,17 @@ description = "Read resources from Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_resources-5.8.0-py3-none-any.whl", hash = "sha256:7952325ffd516c05a8ad0858c74dff2c3343f136fe66a6002b2623dd1d43f223"},
+    {file = "importlib_resources-5.8.0.tar.gz", hash = "sha256:568c9f16cb204f9decc8d6d24a572eeea27dacbb4cee9e6b03a8025736769751"},
+]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -1320,6 +2218,10 @@ description = "iniconfig: brain-dead simple config-ini parsing"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
+    {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
+]
 
 [[package]]
 name = "invoke"
@@ -1328,6 +2230,10 @@ description = "Pythonic task execution"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "invoke-1.7.1-py3-none-any.whl", hash = "sha256:2dc975b4f92be0c0a174ad2d063010c8a1fdb5e9389d69871001118b4fcac4fb"},
+    {file = "invoke-1.7.1.tar.gz", hash = "sha256:7b6deaf585eee0a848205d0b8c0014b9bf6f287a8eb798818a642dff1df14b19"},
+]
 
 [[package]]
 name = "ipykernel"
@@ -1336,6 +2242,10 @@ description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "ipykernel-6.15.0-py3-none-any.whl", hash = "sha256:b9ed519a29eb819eb82e87e0d3754088237b233e5c647b8bb0ff23c8c70ed16f"},
+    {file = "ipykernel-6.15.0.tar.gz", hash = "sha256:b59f9d9672c3a483494bb75915a2b315e78b833a38b039b1ee36dc28683f0d89"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
@@ -1351,15 +2261,19 @@ tornado = ">=6.1"
 traitlets = ">=5.1.0"
 
 [package.extras]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest-cov", "pytest-timeout", "pytest (>=6.0)"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "8.4.0"
+version = "8.10.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "ipython-8.10.0-py3-none-any.whl", hash = "sha256:b38c31e8fc7eff642fc7c597061fff462537cf2314e3225a19c906b7b0d8a345"},
+    {file = "ipython-8.10.0.tar.gz", hash = "sha256:b13a1d6c1f5818bd388db53b7107d17454129a70de2b87481d555daede5eb49e"},
+]
 
 [package.dependencies]
 appnope = {version = "*", markers = "sys_platform == \"darwin\""}
@@ -1370,15 +2284,15 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+prompt-toolkit = ">=3.0.30,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["black", "Sphinx (>=1.3)", "ipykernel", "nbconvert", "nbformat", "ipywidgets", "notebook", "ipyparallel", "qtconsole", "pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "numpy (>=1.19)", "pandas", "trio"]
+all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["Sphinx (>=1.3)"]
+doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
@@ -1386,7 +2300,7 @@ notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test_extra = ["pytest (<7.1)", "pytest-asyncio", "testpath", "curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "trio"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "ipython-genutils"
@@ -1395,6 +2309,10 @@ description = "Vestigial utilities from IPython"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
+    {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
+]
 
 [[package]]
 name = "ipywidgets"
@@ -1403,6 +2321,10 @@ description = "IPython HTML widgets for Jupyter"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "ipywidgets-7.7.1-py2.py3-none-any.whl", hash = "sha256:aa1076ab7102b2486ae2607c43c243200a07c17d6093676c419d4b6762489a50"},
+    {file = "ipywidgets-7.7.1.tar.gz", hash = "sha256:5f2fa1b7afae1af32c88088c9828ad978de93ddda393d7ed414e553fee93dcab"},
+]
 
 [package.dependencies]
 ipykernel = ">=4.5.1"
@@ -1413,7 +2335,7 @@ traitlets = ">=4.3.1"
 widgetsnbextension = ">=3.6.0,<3.7.0"
 
 [package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+test = ["mock", "pytest (>=3.6.0)", "pytest-cov"]
 
 [[package]]
 name = "itsdangerous"
@@ -1422,6 +2344,10 @@ description = "Safely pass data to untrusted environments and back."
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "itsdangerous-2.1.2-py3-none-any.whl", hash = "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44"},
+    {file = "itsdangerous-2.1.2.tar.gz", hash = "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"},
+]
 
 [[package]]
 name = "jax"
@@ -1430,6 +2356,9 @@ description = "Differentiate, compile, and transform Numpy code."
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "jax-0.3.14.tar.gz", hash = "sha256:d5f7695ce43b7345b4a095f4733dd46336945057dbfb63e0a28eafa74c41fe62"},
+]
 
 [package.dependencies]
 absl-py = "*"
@@ -1443,8 +2372,8 @@ typing_extensions = "*"
 ci = ["jaxlib (==0.3.10)"]
 cpu = ["jaxlib (==0.3.14)"]
 cuda = ["jaxlib (==0.3.14+cuda11.cudnn82)"]
-cuda11_cudnn805 = ["jaxlib (==0.3.14+cuda11.cudnn805)"]
-cuda11_cudnn82 = ["jaxlib (==0.3.14+cuda11.cudnn82)"]
+cuda11-cudnn805 = ["jaxlib (==0.3.14+cuda11.cudnn805)"]
+cuda11-cudnn82 = ["jaxlib (==0.3.14+cuda11.cudnn82)"]
 minimum-jaxlib = ["jaxlib (==0.3.7)"]
 tpu = ["jaxlib (==0.3.14)", "libtpu-nightly (==0.1.dev20220627)", "requests"]
 
@@ -1455,6 +2384,10 @@ description = "A performant and user-friendly reimplementation of UniRep in JAX.
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "jax_unirep-2.1.0-py3-none-any.whl", hash = "sha256:19eefe74d8f1a97d76142ea094bcf6759483a3e5b553b72441ad36ab7546aa81"},
+    {file = "jax_unirep-2.1.0.tar.gz", hash = "sha256:edd5d9286f666a28fa648ca9534db29dc458ea7e030a856b472dbfdb71730629"},
+]
 
 [package.dependencies]
 jax = "*"
@@ -1472,6 +2405,19 @@ description = "XLA library for JAX"
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "jaxlib-0.3.14-cp310-none-macosx_10_14_x86_64.whl", hash = "sha256:7ae200d31fb8e46dc884c818c76ee9829e26e1ccedf02cd5d1a3c5113d669aa1"},
+    {file = "jaxlib-0.3.14-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:f47d1becc3831192a8ae672c0ffc99dd268ffd6d3e21a343cf7f204df7e87b90"},
+    {file = "jaxlib-0.3.14-cp310-none-manylinux2014_x86_64.whl", hash = "sha256:90379befaff3ec86f08c5d1283b9c62c39c5145ef782052c3a716ae59e920f57"},
+    {file = "jaxlib-0.3.14-cp37-none-macosx_10_14_x86_64.whl", hash = "sha256:1a730c4a617bd5faeb91d1a73b62ae04119b2734f5d50822521cc290a98f0868"},
+    {file = "jaxlib-0.3.14-cp37-none-manylinux2014_x86_64.whl", hash = "sha256:7d9a380c34c2b8e917716b355b283177c68de7b070242d145cbd729f12270968"},
+    {file = "jaxlib-0.3.14-cp38-none-macosx_10_14_x86_64.whl", hash = "sha256:1592d6f7f8718b52b04dfb6ef907e91de922ad3430204f11a7e00c8ab6652d8f"},
+    {file = "jaxlib-0.3.14-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:1d46992f2d12d5d005b49f6e918855e86520291e98363dc99c1f9dd77b8adf45"},
+    {file = "jaxlib-0.3.14-cp38-none-manylinux2014_x86_64.whl", hash = "sha256:e7b3865855799cb94bf74e43b24577446da293b47403e8af144ffd5d241e87de"},
+    {file = "jaxlib-0.3.14-cp39-none-macosx_10_14_x86_64.whl", hash = "sha256:8a946a35d439a8936b570a51423116fe8ab6575be79f1746455b02448d2296cb"},
+    {file = "jaxlib-0.3.14-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:cb123ee94d3efefe290af28ce18ee01f4eb2e6435f075ac9a311731706390575"},
+    {file = "jaxlib-0.3.14-cp39-none-manylinux2014_x86_64.whl", hash = "sha256:45d7f9b089a724c41cc855ac9df75807db352146fe97037dd96538058e6ce304"},
+]
 
 [package.dependencies]
 absl-py = "*"
@@ -1486,6 +2432,10 @@ description = "An autocompletion tool for Python that can be used for text edito
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "jedi-0.18.1-py2.py3-none-any.whl", hash = "sha256:637c9635fcf47945ceb91cd7f320234a7be540ded6f3e99a50cb6febdfd1ba8d"},
+    {file = "jedi-0.18.1.tar.gz", hash = "sha256:74137626a64a99c8eb6ae5832d99b3bdd7d29a3850fe2aa80a4126b2a7d949ab"},
+]
 
 [package.dependencies]
 parso = ">=0.8.0,<0.9.0"
@@ -1501,6 +2451,10 @@ description = "A very fast and expressive template engine."
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
+    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+]
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -1515,6 +2469,10 @@ description = "JSON Matching Expressions"
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
+    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+]
 
 [[package]]
 name = "joblib"
@@ -1523,6 +2481,10 @@ description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "joblib-1.1.0-py2.py3-none-any.whl", hash = "sha256:f21f109b3c7ff9d95f8387f752d0d9c34a02aa2f7060c2135f465da0e5160ff6"},
+    {file = "joblib-1.1.0.tar.gz", hash = "sha256:4158fcecd13733f8be669be0683b96ebdbbd38d23559f54dca7205aea1bf1e35"},
+]
 
 [[package]]
 name = "jsonnet"
@@ -1531,6 +2493,9 @@ description = "Python bindings for Jsonnet - The data templating language"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "jsonnet-0.18.0.tar.gz", hash = "sha256:4ccd13427e9097b6b7d6d38f78f638a55ab8b452a257639e8e9af2178ec235d4"},
+]
 
 [[package]]
 name = "jsonpickle"
@@ -1539,11 +2504,15 @@ description = "Python library for serializing any arbitrary object graph into JS
 category = "main"
 optional = true
 python-versions = ">=2.7"
+files = [
+    {file = "jsonpickle-2.2.0-py2.py3-none-any.whl", hash = "sha256:de7f2613818aa4f234138ca11243d6359ff83ae528b2185efdd474f62bcf9ae1"},
+    {file = "jsonpickle-2.2.0.tar.gz", hash = "sha256:7b272918b0554182e53dc340ddd62d9b7f902fec7e7b05620c04f3ccef479a0e"},
+]
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-black-multipy", "pytest-cov", "ecdsa", "feedparser", "numpy", "pandas", "pymongo", "scikit-learn", "sqlalchemy", "pytest-flake8 (<1.1.0)", "enum34", "jsonlib", "pytest-flake8 (>=1.1.1)"]
-"testing.libs" = ["simplejson", "ujson", "yajl"]
+docs = ["jaraco.packaging (>=3.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["ecdsa", "enum34", "feedparser", "jsonlib", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-black-multipy", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-flake8 (<1.1.0)", "pytest-flake8 (>=1.1.1)", "scikit-learn", "sqlalchemy"]
+testing-libs = ["simplejson", "ujson", "yajl"]
 
 [[package]]
 name = "jsonschema"
@@ -1552,6 +2521,10 @@ description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jsonschema-4.6.1-py3-none-any.whl", hash = "sha256:5eb781753403847fb320f05e9ab2191725b58c5e7f97f1bed63285ca423159bc"},
+    {file = "jsonschema-4.6.1.tar.gz", hash = "sha256:ec2802e6a37517f09d47d9ba107947589ae1d25ff557b925d83a321fc2aa5d3b"},
+]
 
 [package.dependencies]
 attrs = ">=17.4.0"
@@ -1569,6 +2542,11 @@ description = "Jupyter metapackage. Install all the Jupyter components in one go
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "jupyter-1.0.0-py2.py3-none-any.whl", hash = "sha256:5b290f93b98ffbc21c0c7e749f054b3267782166d72fa5e3ed1ed4eaf34a2b78"},
+    {file = "jupyter-1.0.0.tar.gz", hash = "sha256:d9dc4b3318f310e34c82951ea5d6683f67bed7def4b259fafbfe4f1beb1d8e5f"},
+    {file = "jupyter-1.0.0.zip", hash = "sha256:3e1f86076bbb7c8c207829390305a2b1fe836d471ed54be66a3b8c41e7f46cc7"},
+]
 
 [package.dependencies]
 ipykernel = "*"
@@ -1585,6 +2563,10 @@ description = "A defined interface for working with a cache of jupyter notebooks
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "jupyter-cache-0.4.3.tar.gz", hash = "sha256:4c9b5431b1d320bc68440c21fa0a155bbeb29c5b979bef72222e244a7bcd54fc"},
+    {file = "jupyter_cache-0.4.3-py3-none-any.whl", hash = "sha256:6d5d662d81f565d18009e8dcfd3a56fb876af47eafead2a19ef0045aba8ffe3b"},
+]
 
 [package.dependencies]
 attrs = "*"
@@ -1594,10 +2576,10 @@ nbformat = "*"
 sqlalchemy = ">=1.3.12,<1.5"
 
 [package.extras]
-cli = ["click", "click-completion", "click-log", "tabulate", "pyyaml"]
-code_style = ["flake8 (>=3.7.0,<3.8.0)", "black", "pre-commit (==1.17.0)"]
-rtd = ["myst-nb (>=0.7,<1.0)", "sphinx-copybutton", "pydata-sphinx-theme"]
-testing = ["ipykernel", "coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions", "matplotlib", "numpy", "sympy", "pandas", "nbformat (>=5.1)"]
+cli = ["click", "click-completion", "click-log", "pyyaml", "tabulate"]
+code-style = ["black", "flake8 (>=3.7.0,<3.8.0)", "pre-commit (==1.17.0)"]
+rtd = ["myst-nb (>=0.7,<1.0)", "pydata-sphinx-theme", "sphinx-copybutton"]
+testing = ["coverage", "ipykernel", "matplotlib", "nbformat (>=5.1)", "numpy", "pandas", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions", "sympy"]
 
 [[package]]
 name = "jupyter-client"
@@ -1606,6 +2588,10 @@ description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_client-7.3.4-py3-none-any.whl", hash = "sha256:17d74b0d0a7b24f1c8c527b24fcf4607c56bee542ffe8e3418e50b21e514b621"},
+    {file = "jupyter_client-7.3.4.tar.gz", hash = "sha256:aa9a6c32054b290374f95f73bb0cae91455c58dfb84f65c8591912b8f65e6d56"},
+]
 
 [package.dependencies]
 entrypoints = "*"
@@ -1617,7 +2603,7 @@ tornado = ">=6.0"
 traitlets = "*"
 
 [package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx-rtd-theme", "sphinx (>=1.3.6)", "sphinxcontrib-github-alt"]
+doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
@@ -1627,6 +2613,10 @@ description = "Jupyter terminal console"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_console-6.4.4-py3-none-any.whl", hash = "sha256:756df7f4f60c986e7bc0172e4493d3830a7e6e75c08750bbe59c0a5403ad6dee"},
+    {file = "jupyter_console-6.4.4.tar.gz", hash = "sha256:172f5335e31d600df61613a97b7f0352f2c8250bbd1092ef2d658f77249f89fb"},
+]
 
 [package.dependencies]
 ipykernel = "*"
@@ -1645,6 +2635,10 @@ description = "Jupyter core package. A base package on which Jupyter projects re
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_core-4.10.0-py3-none-any.whl", hash = "sha256:e7f5212177af7ab34179690140f188aa9bf3d322d8155ed972cbded19f55b6f3"},
+    {file = "jupyter_core-4.10.0.tar.gz", hash = "sha256:a6de44b16b7b31d7271130c71a6792c4040f077011961138afed5e5e73181aec"},
+]
 
 [package.dependencies]
 pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
@@ -1660,6 +2654,10 @@ description = "The backend—i.e. core services, APIs, and REST endpoints—to J
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server-1.18.0-py3-none-any.whl", hash = "sha256:06103b71740eaa80aac1b3918da1b22125d3d649386c91fa236de753934bd6c8"},
+    {file = "jupyter_server-1.18.0.tar.gz", hash = "sha256:b65ea1d24038dc32c80b916c89005ae8d1d70f6ede0d314230e93b329b7e845a"},
+]
 
 [package.dependencies]
 anyio = ">=3.1.0,<4"
@@ -1680,7 +2678,7 @@ traitlets = ">=5.1"
 websocket-client = "*"
 
 [package.extras]
-test = ["coverage", "ipykernel", "pre-commit", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "pytest (>=6.0)", "requests"]
+test = ["coverage", "ipykernel", "pre-commit", "pytest (>=6.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"]
 
 [[package]]
 name = "jupyter-server-mathjax"
@@ -1689,12 +2687,16 @@ description = "MathJax resources as a Jupyter Server Extension."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyter_server_mathjax-0.2.5-py3-none-any.whl", hash = "sha256:d165c9ff876a1c32ccf99d309b57463fae206d9b6f0f3a9fa34ed01b3b26605e"},
+    {file = "jupyter_server_mathjax-0.2.5.tar.gz", hash = "sha256:64d96c8e6dfe6edba737902b2dc3a2dc058f17516776c25f4d30ca24617ee7b3"},
+]
 
 [package.dependencies]
 jupyter-server = ">=1.1,<2.0"
 
 [package.extras]
-test = ["jupyter-server", "pytest"]
+test = ["jupyter-server[test]", "pytest"]
 
 [[package]]
 name = "jupyter-sphinx"
@@ -1703,6 +2705,10 @@ description = "Jupyter Sphinx Extensions"
 category = "dev"
 optional = false
 python-versions = ">= 3.6"
+files = [
+    {file = "jupyter_sphinx-0.3.2-py3-none-any.whl", hash = "sha256:301e36d0fb3007bb5802f6b65b60c24990eb99c983332a2ab6eecff385207dc9"},
+    {file = "jupyter_sphinx-0.3.2.tar.gz", hash = "sha256:37fc9408385c45326ac79ca0452fbd7ae2bf0e97842d626d2844d4830e30aaf2"},
+]
 
 [package.dependencies]
 IPython = "*"
@@ -1718,6 +2724,10 @@ description = "Pygments theme using JupyterLab CSS variables"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jupyterlab_pygments-0.2.2-py2.py3-none-any.whl", hash = "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f"},
+    {file = "jupyterlab_pygments-0.2.2.tar.gz", hash = "sha256:7405d7fde60819d905a9fa8ce89e4cd830e318cdad22a0030f7a901da705585d"},
+]
 
 [[package]]
 name = "jupyterlab-widgets"
@@ -1726,6 +2736,10 @@ description = "A JupyterLab extension."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "jupyterlab_widgets-1.1.1-py3-none-any.whl", hash = "sha256:90ab47d99da03a3697074acb23b2975ead1d6171aa41cb2812041a7f2a08177a"},
+    {file = "jupyterlab_widgets-1.1.1.tar.gz", hash = "sha256:67d0ef1e407e0c42c8ab60b9d901cd7a4c68923650763f75bf17fb06c1943b79"},
+]
 
 [[package]]
 name = "kiwisolver"
@@ -1734,6 +2748,51 @@ description = "A fast implementation of the Cassowary constraint solver"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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 [[package]]
 name = "kombu"
@@ -1742,6 +2801,10 @@ description = "Messaging library for Python."
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "kombu-5.2.4-py3-none-any.whl", hash = "sha256:8b213b24293d3417bcf0d2f5537b7f756079e3ea232a8386dcc89a59fd2361a4"},
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+]
 
 [package.dependencies]
 amqp = ">=5.0.9,<6.0.0"
@@ -1770,6 +2833,29 @@ description = "lightweight wrapper around basic LLVM functionality"
 category = "main"
 optional = false
 python-versions = ">=3.6,<3.10"
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 [[package]]
 name = "lmdb"
@@ -1778,6 +2864,35 @@ description = "Universal Python binding for the LMDB 'Lightning' Database"
 category = "main"
 optional = true
 python-versions = "*"
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+]
 
 [[package]]
 name = "lock"
@@ -1786,6 +2901,9 @@ description = "module for enabling file locks"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "lock-2018.3.25.2110.tar.gz", hash = "sha256:cc5ac770930493eed7a8cfd0cf2568a125faf112eb8aa6b6149b3e581523d0c7"},
+]
 
 [[package]]
 name = "mako"
@@ -1794,12 +2912,16 @@ description = "A super-fast templating language that borrows the best ideas from
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "Mako-1.2.1-py3-none-any.whl", hash = "sha256:df3921c3081b013c8a2d5ff03c18375651684921ae83fd12e64800b7da923257"},
+    {file = "Mako-1.2.1.tar.gz", hash = "sha256:f054a5ff4743492f1aa9ecc47172cb33b42b9d993cffcc146c9de17e717b0307"},
+]
 
 [package.dependencies]
 MarkupSafe = ">=0.9.2"
 
 [package.extras]
-babel = ["babel"]
+babel = ["Babel"]
 lingua = ["lingua"]
 testing = ["pytest"]
 
@@ -1810,6 +2932,10 @@ description = "Python implementation of Markdown."
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
@@ -1824,16 +2950,20 @@ description = "Python port of markdown-it. Markdown parsing, done right!"
 category = "dev"
 optional = false
 python-versions = "~=3.6"
+files = [
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+]
 
 [package.dependencies]
 attrs = ">=19,<22"
 
 [package.extras]
-code_style = ["pre-commit (==2.6)"]
+code-style = ["pre-commit (==2.6)"]
 compare = ["commonmark (>=0.9.1,<0.10.0)", "markdown (>=3.2.2,<3.3.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "mistune (>=0.8.4,<0.9.0)", "panflute (>=1.12,<2.0)"]
 linkify = ["linkify-it-py (>=1.0,<2.0)"]
 plugins = ["mdit-py-plugins"]
-rtd = ["myst-nb (==0.13.0a1)", "pyyaml", "sphinx (>=2,<4)", "sphinx-copybutton", "sphinx-panels (>=0.4.0,<0.5.0)", "sphinx-book-theme"]
+rtd = ["myst-nb (==0.13.0a1)", "pyyaml", "sphinx (>=2,<4)", "sphinx-book-theme", "sphinx-copybutton", "sphinx-panels (>=0.4.0,<0.5.0)"]
 testing = ["coverage", "psutil", "pytest (>=3.6,<4)", "pytest-benchmark (>=3.2,<4.0)", "pytest-cov", "pytest-regressions"]
 
 [[package]]
@@ -1843,14 +2973,93 @@ description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
 optional = false
 python-versions = ">=3.7"
-
-[[package]]
-name = "matplotlib"
-version = "3.5.2"
-description = "Python plotting package"
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+]
 
 [package.dependencies]
 cycler = ">=0.10"
@@ -1861,7 +3070,6 @@ packaging = ">=20.0"
 pillow = ">=6.2.0"
 pyparsing = ">=2.2.1"
 python-dateutil = ">=2.7"
-setuptools_scm = ">=4"
 
 [[package]]
 name = "matplotlib-inline"
@@ -1870,6 +3078,10 @@ description = "Inline Matplotlib backend for Jupyter"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
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+]
 
 [package.dependencies]
 traitlets = "*"
@@ -1881,12 +3093,16 @@ description = "Collection of plugins for markdown-it-py"
 category = "dev"
 optional = false
 python-versions = "~=3.6"
+files = [
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+]
 
 [package.dependencies]
 markdown-it-py = ">=1.0,<2.0"
 
 [package.extras]
-code_style = ["pre-commit (==2.6)"]
+code-style = ["pre-commit (==2.6)"]
 rtd = ["myst-parser (==0.14.0a3)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
 testing = ["coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
 
@@ -1897,6 +3113,10 @@ description = "The fastest markdown parser in pure Python"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "mongomock"
@@ -1905,6 +3125,10 @@ description = "Fake pymongo stub for testing simple MongoDB-dependent code"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.dependencies]
 sentinels = "*"
@@ -1917,6 +3141,67 @@ description = "multidict implementation"
 category = "main"
 optional = true
 python-versions = ">=3.7"
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 [[package]]
 name = "multipledispatch"
@@ -1925,6 +3210,11 @@ description = "Multiple dispatch"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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 [package.dependencies]
 six = "*"
@@ -1936,6 +3226,32 @@ description = "Cython bindings for MurmurHash"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "mypy-extensions"
@@ -1944,6 +3260,10 @@ description = "Experimental type system extensions for programs checked with the
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
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+]
 
 [[package]]
 name = "myst-nb"
@@ -1952,6 +3272,10 @@ description = "A Jupyter Notebook Sphinx reader built on top of the MyST markdow
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "myst-nb-0.13.2.tar.gz", hash = "sha256:81e0a4f186bb35c487f5443c7005a474d68ffb58f518f469102d1db7b452066a"},
+    {file = "myst_nb-0.13.2-py3-none-any.whl", hash = "sha256:1b9ea3a04c9e0eee05145aa297d2feeabb94c4e23e3047b92efa011ddba4f4b4"},
+]
 
 [package.dependencies]
 docutils = ">=0.15,<0.18"
@@ -1968,7 +3292,7 @@ sphinx = ">=3.1,<5"
 sphinx-togglebutton = ">=0.3.0,<0.4.0"
 
 [package.extras]
-code_style = ["pre-commit (>=2.12,<3.0)"]
+code-style = ["pre-commit (>=2.12,<3.0)"]
 rtd = ["alabaster", "altair", "bokeh", "coconut (>=1.4.3,<1.5.0)", "ipykernel (>=5.5,<6.0)", "ipywidgets", "jupytext (>=1.11.2,<1.12.0)", "matplotlib", "numpy", "pandas", "plotly", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-copybutton", "sphinx-panels (>=0.4.1,<0.5.0)", "sphinxcontrib-bibtex", "sympy"]
 testing = ["coverage (<5.0)", "ipykernel (>=5.5,<6.0)", "ipython (<8)", "jupytext (>=1.11.2,<1.12.0)", "matplotlib (>=3.3.0,<3.4.0)", "numpy", "pandas (<1.4)", "pytest (>=5.4,<6.0)", "pytest-cov (>=2.8,<3.0)", "pytest-regressions", "sympy"]
 
@@ -1979,6 +3303,10 @@ description = "An extended commonmark compliant parser, with bridges to docutils
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "myst-parser-0.15.2.tar.gz", hash = "sha256:f7f3b2d62db7655cde658eb5d62b2ec2a4631308137bd8d10f296a40d57bbbeb"},
+    {file = "myst_parser-0.15.2-py3-none-any.whl", hash = "sha256:40124b6f27a4c42ac7f06b385e23a9dcd03d84801e9c7130b59b3729a554b1f9"},
+]
 
 [package.dependencies]
 docutils = ">=0.15,<0.18"
@@ -1989,9 +3317,9 @@ pyyaml = "*"
 sphinx = ">=3.1,<5"
 
 [package.extras]
-code_style = ["pre-commit (>=2.12,<3.0)"]
+code-style = ["pre-commit (>=2.12,<3.0)"]
 linkify = ["linkify-it-py (>=1.0,<2.0)"]
-rtd = ["ipython", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-panels (>=0.5.2,<0.6.0)", "sphinxcontrib-bibtex (>=2.1,<3.0)", "sphinxext-rediraffe (>=0.2,<1.0)", "sphinxcontrib.mermaid (>=0.6.3,<0.7.0)", "sphinxext-opengraph (>=0.4.2,<0.5.0)"]
+rtd = ["ipython", "sphinx-book-theme (>=0.1.0,<0.2.0)", "sphinx-panels (>=0.5.2,<0.6.0)", "sphinxcontrib-bibtex (>=2.1,<3.0)", "sphinxcontrib.mermaid (>=0.6.3,<0.7.0)", "sphinxext-opengraph (>=0.4.2,<0.5.0)", "sphinxext-rediraffe (>=0.2,<1.0)"]
 testing = ["beautifulsoup4", "coverage", "docutils (>=0.17.0,<0.18.0)", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
 
 [[package]]
@@ -2001,6 +3329,10 @@ description = "A client library for executing notebooks. Formerly nbconvert's Ex
 category = "dev"
 optional = false
 python-versions = ">=3.7.0"
+files = [
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+    {file = "nbclient-0.5.13.tar.gz", hash = "sha256:40c52c9b5e3c31faecaee69f202b3f53e38d7c1c563de0fadde9d7eda0fdafe8"},
+]
 
 [package.dependencies]
 jupyter-client = ">=6.1.5"
@@ -2009,8 +3341,8 @@ nest-asyncio = "*"
 traitlets = ">=5.0.0"
 
 [package.extras]
-sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
-test = ["ipython (<8.0.0)", "ipykernel", "ipywidgets (<8.0.0)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "xmltodict", "black", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)"]
+sphinx = ["Sphinx (>=1.7)", "mock", "moto", "myst-parser", "sphinx-book-theme"]
+test = ["black", "check-manifest", "flake8", "ipykernel", "ipython (<8.0.0)", "ipywidgets (<8.0.0)", "mypy", "pip (>=18.1)", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "wheel (>=0.31.0)", "xmltodict"]
 
 [[package]]
 name = "nbconvert"
@@ -2019,6 +3351,10 @@ description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "nbconvert-6.5.0-py3-none-any.whl", hash = "sha256:c56dd0b8978a1811a5654f74c727ff16ca87dd5a43abd435a1c49b840fcd8360"},
+    {file = "nbconvert-6.5.0.tar.gz", hash = "sha256:223e46e27abe8596b8aed54301fadbba433b7ffea8196a68fd7b1ff509eee99d"},
+]
 
 [package.dependencies]
 beautifulsoup4 = "*"
@@ -2039,10 +3375,10 @@ tinycss2 = "*"
 traitlets = ">=5.0"
 
 [package.extras]
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-docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+all = ["ipykernel", "ipython", "ipywidgets (>=7)", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "tornado (>=6.1)"]
+docs = ["ipython", "nbsphinx (>=0.2.12)", "sphinx (>=1.5.1)", "sphinx-rtd-theme"]
 serve = ["tornado (>=6.1)"]
-test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)"]
+test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency"]
 webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
@@ -2052,6 +3388,10 @@ description = "Diff and merge of Jupyter Notebooks"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "nbdime-3.1.1-py2.py3-none-any.whl", hash = "sha256:ea4ddf919e3035800ef8bd5552b814522207cb154ca7512565e4539a54c74dbf"},
+    {file = "nbdime-3.1.1.tar.gz", hash = "sha256:67767320e971374f701a175aa59abd3a554723039d39fae908e72d16330d648b"},
+]
 
 [package.dependencies]
 colorama = "*"
@@ -2065,8 +3405,8 @@ requests = "*"
 tornado = "*"
 
 [package.extras]
-docs = ["sphinx", "recommonmark", "sphinx-rtd-theme"]
-test = ["pytest (>=3.6)", "pytest-cov", "pytest-timeout", "pytest-tornado", "jupyter-server", "jsonschema", "mock", "notebook", "requests", "tabulate"]
+docs = ["recommonmark", "sphinx", "sphinx-rtd-theme"]
+test = ["jsonschema", "jupyter-server[test]", "mock", "notebook", "pytest (>=3.6)", "pytest-cov", "pytest-timeout", "pytest-tornado", "requests", "tabulate"]
 
 [[package]]
 name = "nbformat"
@@ -2075,6 +3415,10 @@ description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "nbformat-5.4.0-py3-none-any.whl", hash = "sha256:0d6072aaec95dddc39735c144ee8bbc6589c383fb462e4058abc855348152dad"},
+    {file = "nbformat-5.4.0.tar.gz", hash = "sha256:44ba5ca6acb80c5d5a500f1e5b83ede8cbe364d5a495c4c8cf60aaf1ba656501"},
+]
 
 [package.dependencies]
 fastjsonschema = "*"
@@ -2083,7 +3427,7 @@ jupyter-core = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-test = ["check-manifest", "testpath", "pytest", "pre-commit"]
+test = ["check-manifest", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
@@ -2092,6 +3436,10 @@ description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "nest_asyncio-1.5.5-py3-none-any.whl", hash = "sha256:b98e3ec1b246135e4642eceffa5a6c23a3ab12c82ff816a92c612d68205813b2"},
+    {file = "nest_asyncio-1.5.5.tar.gz", hash = "sha256:e442291cd942698be619823a17a86a5759eabe1f8613084790de189fe9e16d65"},
+]
 
 [[package]]
 name = "nltk"
@@ -2100,6 +3448,10 @@ description = "Natural Language Toolkit"
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "nltk-3.7-py3-none-any.whl", hash = "sha256:ba3de02490308b248f9b94c8bc1ac0683e9aa2ec49ee78536d8667afb5e3eec8"},
+    {file = "nltk-3.7.zip", hash = "sha256:d6507d6460cec76d70afea4242a226a7542f85c669177b9c7f562b7cf1b05502"},
+]
 
 [package.dependencies]
 click = "*"
@@ -2108,9 +3460,9 @@ regex = ">=2021.8.3"
 tqdm = "*"
 
 [package.extras]
-all = ["numpy", "pyparsing", "scipy", "matplotlib", "twython", "requests", "scikit-learn", "python-crfsuite"]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
 corenlp = ["requests"]
-machine_learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
 plot = ["matplotlib"]
 tgrep = ["pyparsing"]
 twitter = ["twython"]
@@ -2122,6 +3474,10 @@ description = "A web-based notebook environment for interactive computing"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "notebook-6.4.12-py3-none-any.whl", hash = "sha256:8c07a3bb7640e371f8a609bdbb2366a1976c6a2589da8ef917f761a61e3ad8b1"},
+    {file = "notebook-6.4.12.tar.gz", hash = "sha256:6268c9ec9048cff7a45405c990c29ac9ca40b0bc3ec29263d218c5e01f2b4e86"},
+]
 
 [package.dependencies]
 argon2-cffi = "*"
@@ -2141,9 +3497,9 @@ tornado = ">=6.1"
 traitlets = ">=4.2.1"
 
 [package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
+docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 json-logging = ["json-logging"]
-test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium", "testpath"]
 
 [[package]]
 name = "numba"
@@ -2152,10 +3508,34 @@ description = "compiling Python code using LLVM"
 category = "main"
 optional = false
 python-versions = ">=3.6,<3.10"
+files = [
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+    {file = "numba-0.53.1-cp39-cp39-win32.whl", hash = "sha256:0ef9d1f347b251282ae46e5a5033600aa2d0dfa1ee8c16cb8137b8cd6f79e221"},
+    {file = "numba-0.53.1-cp39-cp39-win_amd64.whl", hash = "sha256:17146885cbe4e89c9d4abd4fcb8886dee06d4591943dc4343500c36ce2fcfa69"},
+    {file = "numba-0.53.1.tar.gz", hash = "sha256:9cd4e5216acdc66c4e9dab2dfd22ddb5bef151185c070d4a3cd8e78638aff5b0"},
+]
 
 [package.dependencies]
 llvmlite = ">=0.36.0rc1,<0.37"
 numpy = ">=1.15"
+setuptools = "*"
 
 [[package]]
 name = "numpy"
@@ -2164,6 +3544,30 @@ description = "NumPy is the fundamental package for array computing with Python.
 category = "main"
 optional = false
 python-versions = ">=3.8"
+files = [
+    {file = "numpy-1.23.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:58bfd40eb478f54ff7a5710dd61c8097e169bc36cc68333d00a9bcd8def53b38"},
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+    {file = "numpy-1.23.0-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:f9c3fc2adf67762c9fe1849c859942d23f8d3e0bee7b5ed3d4a9c3eeb50a2f07"},
+    {file = "numpy-1.23.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d0d2094e8f4d760500394d77b383a1b06d3663e8892cdf5df3c592f55f3bff66"},
+    {file = "numpy-1.23.0-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:94b170b4fa0168cd6be4becf37cb5b127bd12a795123984385b8cd4aca9857e5"},
+    {file = "numpy-1.23.0.tar.gz", hash = "sha256:bd3fa4fe2e38533d5336e1272fc4e765cabbbde144309ccee8675509d5cd7b05"},
+]
 
 [[package]]
 name = "numpydoc"
@@ -2172,13 +3576,17 @@ description = "Sphinx extension to support docstrings in Numpy format"
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
+    {file = "numpydoc-1.4.0-py3-none-any.whl", hash = "sha256:fd26258868ebcc75c816fe68e1d41e3b55bd410941acfb969dee3eef6e5cf260"},
+    {file = "numpydoc-1.4.0.tar.gz", hash = "sha256:9494daf1c7612f59905fa09e65c9b8a90bbacb3804d91f7a94e778831e6fcfa5"},
+]
 
 [package.dependencies]
 Jinja2 = ">=2.10"
 sphinx = ">=3.0"
 
 [package.extras]
-testing = ["pytest", "pytest-cov", "matplotlib"]
+testing = ["matplotlib", "pytest", "pytest-cov"]
 
 [[package]]
 name = "oauthlib"
@@ -2187,6 +3595,10 @@ description = "A generic, spec-compliant, thorough implementation of the OAuth r
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "oauthlib-3.2.0-py3-none-any.whl", hash = "sha256:6db33440354787f9b7f3a6dbd4febf5d0f93758354060e802f6c06cb493022fe"},
+    {file = "oauthlib-3.2.0.tar.gz", hash = "sha256:23a8208d75b902797ea29fd31fa80a15ed9dc2c6c16fe73f5d346f83f6fa27a2"},
+]
 
 [package.extras]
 rsa = ["cryptography (>=3.0.0)"]
@@ -2200,12 +3612,16 @@ description = "Optimizing numpys einsum function"
 category = "main"
 optional = true
 python-versions = ">=3.5"
+files = [
+    {file = "opt_einsum-3.3.0-py3-none-any.whl", hash = "sha256:2455e59e3947d3c275477df7f5205b30635e266fe6dc300e3d9f9646bfcea147"},
+    {file = "opt_einsum-3.3.0.tar.gz", hash = "sha256:59f6475f77bbc37dcf7cd748519c0ec60722e91e63ca114e68821c0c54a46549"},
+]
 
 [package.dependencies]
 numpy = ">=1.7"
 
 [package.extras]
-docs = ["sphinx (==1.2.3)", "sphinxcontrib-napoleon", "sphinx-rtd-theme", "numpydoc"]
+docs = ["numpydoc", "sphinx (==1.2.3)", "sphinx-rtd-theme", "sphinxcontrib-napoleon"]
 tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
 [[package]]
@@ -2215,6 +3631,10 @@ description = "A hyperparameter optimization framework"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "optuna-2.10.1-py3-none-any.whl", hash = "sha256:d57dc1fd911d20697098bdef83836f8078387a3be2a5400ab26db15f8341e1f4"},
+    {file = "optuna-2.10.1.tar.gz", hash = "sha256:8a12009b57757c1070b3bff2261c24824d6430c22926dd1e2ace33b3deff555f"},
+]
 
 [package.dependencies]
 alembic = "*"
@@ -2230,14 +3650,14 @@ tqdm = "*"
 
 [package.extras]
 benchmark = ["asv", "virtualenv"]
-checking = ["black", "hacking", "isort", "mypy (==0.790)", "blackdoc"]
+checking = ["black", "blackdoc", "hacking", "isort", "mypy (==0.790)"]
 codecov = ["codecov", "pytest-cov"]
-doctest = ["cma", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "mlflow"]
-document = ["Jinja2 (<3.0.0)", "MarkupSafe (<=2.0.1)", "sphinx (<=3.5.4)", "sphinx-rtd-theme (<=1.0.0)", "sphinx-copybutton (<=0.4.0)", "sphinx-gallery (<=0.10.0)", "sphinx-plotly-directive (<=0.1.3)", "pillow", "matplotlib", "scikit-learn (<1.0.0)", "plotly (>=4.0.0)", "pandas", "lightgbm", "torch (==1.8.0)", "torchvision (==0.9.0)", "torchaudio (==0.8.0)", "thop"]
+doctest = ["cma", "matplotlib (>=3.0.0)", "mlflow", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize"]
+document = ["Jinja2 (<3.0.0)", "MarkupSafe (<=2.0.1)", "lightgbm", "matplotlib", "pandas", "pillow", "plotly (>=4.0.0)", "scikit-learn (<1.0.0)", "sphinx (<=3.5.4)", "sphinx-copybutton (<=0.4.0)", "sphinx-gallery (<=0.10.0)", "sphinx-plotly-directive (<=0.1.3)", "sphinx-rtd-theme (<=1.0.0)", "thop", "torch (==1.8.0)", "torchaudio (==0.8.0)", "torchvision (==0.9.0)"]
 experimental = ["redis"]
-integration = ["chainer (>=5.0.0)", "cma", "lightgbm", "mlflow", "wandb", "mpi4py", "mxnet", "pandas", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
+integration = ["allennlp (>=2.2.0,<2.7.0)", "botorch (>=0.4.0)", "catalyst (>=21.3)", "chainer (>=5.0.0)", "cma", "fastai", "lightgbm", "mlflow", "mpi4py", "mxnet", "pandas", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "skorch", "tensorflow", "tensorflow-datasets", "torch (==1.8.0)", "torch (==1.8.0+cpu)", "torchaudio (==0.8.0)", "torchvision (==0.9.0)", "torchvision (==0.9.0+cpu)", "wandb", "xgboost"]
 optional = ["bokeh (<2.0.0)", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "redis", "scikit-learn (>=0.24.2,<1.0.0)"]
-testing = ["bokeh (<2.0.0)", "chainer (>=5.0.0)", "cma", "fakeredis", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
+testing = ["allennlp (>=2.2.0,<2.7.0)", "bokeh (<2.0.0)", "botorch (>=0.4.0)", "catalyst (>=21.3)", "chainer (>=5.0.0)", "cma", "fakeredis", "fastai", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "skorch", "tensorflow", "tensorflow-datasets", "torch (==1.8.0)", "torch (==1.8.0+cpu)", "torchaudio (==0.8.0)", "torchvision (==0.9.0)", "torchvision (==0.9.0+cpu)", "xgboost"]
 tests = ["fakeredis", "pytest"]
 
 [[package]]
@@ -2247,6 +3667,10 @@ description = "A decorator to automatically detect mismatch when overriding a me
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
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+]
 
 [package.dependencies]
 typing-utils = ">=0.0.3"
@@ -2258,6 +3682,10 @@ description = "Core utilities for Python packages"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+    {file = "packaging-20.9.tar.gz", hash = "sha256:5b327ac1320dc863dca72f4514ecc086f31186744b84a230374cc1fd776feae5"},
+]
 
 [package.dependencies]
 pyparsing = ">=2.0.2"
@@ -2269,6 +3697,29 @@ description = "Powerful data structures for data analysis, time series, and stat
 category = "main"
 optional = false
 python-versions = ">=3.8"
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+    {file = "pandas-1.4.3.tar.gz", hash = "sha256:2ff7788468e75917574f080cd4681b27e1a7bf36461fe968b49a87b5a54d007c"},
+]
 
 [package.dependencies]
 numpy = [
@@ -2289,6 +3740,10 @@ description = "Utilities for writing pandoc filters in python"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+    {file = "pandocfilters-1.5.0.tar.gz", hash = "sha256:0b679503337d233b4339a817bfc8c50064e2eff681314376a47cb582305a7a38"},
+]
 
 [[package]]
 name = "parsimonious"
@@ -2297,6 +3752,9 @@ description = "(Soon to be) the fastest pure-Python PEG parser I could muster"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "parsimonious-0.9.0.tar.gz", hash = "sha256:b2ad1ae63a2f65bd78f5e0a8ac510a98f3607a43f1db2a8d46636a5d9e4a30c1"},
+]
 
 [package.dependencies]
 regex = ">=2022.3.15"
@@ -2308,6 +3766,10 @@ description = "A Python Parser"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "parso-0.8.3-py2.py3-none-any.whl", hash = "sha256:c001d4636cd3aecdaf33cbb40aebb59b094be2a74c556778ef5576c175e19e75"},
+    {file = "parso-0.8.3.tar.gz", hash = "sha256:8c07be290bb59f03588915921e29e8a50002acaf2cdc5fa0e0114f91709fafa0"},
+]
 
 [package.extras]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
@@ -2320,6 +3782,10 @@ description = "Utility library for gitignore style pattern matching of file path
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+files = [
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+    {file = "pathspec-0.9.0.tar.gz", hash = "sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"},
+]
 
 [[package]]
 name = "pbr"
@@ -2328,6 +3794,10 @@ description = "Python Build Reasonableness"
 category = "main"
 optional = true
 python-versions = ">=2.6"
+files = [
+    {file = "pbr-5.9.0-py2.py3-none-any.whl", hash = "sha256:e547125940bcc052856ded43be8e101f63828c2d94239ffbe2b327ba3d5ccf0a"},
+    {file = "pbr-5.9.0.tar.gz", hash = "sha256:e8dca2f4b43560edef58813969f52a56cef023146cbb8931626db80e6c1c4308"},
+]
 
 [[package]]
 name = "pep517"
@@ -2336,6 +3806,10 @@ description = "Wrappers to build Python packages using PEP 517 hooks"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pep517-0.12.0-py2.py3-none-any.whl", hash = "sha256:dd884c326898e2c6e11f9e0b64940606a93eb10ea022a2e067959f3a110cf161"},
+    {file = "pep517-0.12.0.tar.gz", hash = "sha256:931378d93d11b298cf511dd634cf5ea4cb249a28ef84160b3247ee9afb4e8ab0"},
+]
 
 [package.dependencies]
 tomli = {version = ">=1.1.0", markers = "python_version >= \"3.6\""}
@@ -2347,6 +3821,10 @@ description = "Pexpect allows easy control of interactive console applications."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+]
 
 [package.dependencies]
 ptyprocess = ">=0.5"
@@ -2358,6 +3836,10 @@ description = "Tiny 'shelve'-like database with concurrency support"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
+    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
+]
 
 [[package]]
 name = "pillow"
@@ -2366,6 +3848,46 @@ description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.extras]
 docs = ["olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinx-rtd-theme (>=1.0)", "sphinxext-opengraph"]
@@ -2378,6 +3900,10 @@ description = "The smartest command line arguments parser in the world"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "platformdirs"
@@ -2386,10 +3912,14 @@ description = "A small Python module for determining appropriate platform-specif
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
-test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
+test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
 
 [[package]]
 name = "plotly"
@@ -2398,6 +3928,10 @@ description = "An open-source, interactive data visualization library for Python
 category = "main"
 optional = false
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 tenacity = ">=6.2.0"
@@ -2409,6 +3943,10 @@ description = "plugin and hook calling mechanisms for python"
 category = "main"
 optional = false
 python-versions = ">=3.6"
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 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -2421,6 +3959,32 @@ description = "Cython hash table that trusts the keys are pre-hashed"
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 optional = true
 python-versions = "*"
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 cymem = ">=2.0.2,<2.1.0"
@@ -2433,6 +3997,10 @@ description = "A simple Python library for easily displaying tabular data in a v
 category = "main"
 optional = true
 python-versions = ">=3.7"
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 wcwidth = "*"
@@ -2447,6 +4015,10 @@ description = "Python client for the Prometheus monitoring system."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
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 twisted = ["twisted"]
@@ -2458,6 +4030,10 @@ description = "Library for building powerful interactive command lines in Python
 category = "main"
 optional = false
 python-versions = ">=3.6.2"
+files = [
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 [package.dependencies]
 wcwidth = "*"
@@ -2469,6 +4045,34 @@ description = "Protocol Buffers"
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 optional = true
 python-versions = ">=3.5"
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 name = "psutil"
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 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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+]
 
 [package.extras]
-test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"]
+test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
 [[package]]
 name = "ptyprocess"
@@ -2488,6 +4126,10 @@ description = "Run a subprocess in a pseudo terminal"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pure-eval"
@@ -2496,6 +4138,10 @@ description = "Safely evaluate AST nodes without side effects"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pure_eval-0.2.2-py3-none-any.whl", hash = "sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350"},
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+]
 
 [package.extras]
 tests = ["pytest"]
@@ -2507,6 +4153,10 @@ description = "library with cross-python path, ini-parsing, io, code, log facili
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
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+]
 
 [[package]]
 name = "pyasn1"
@@ -2515,6 +4165,10 @@ description = "ASN.1 types and codecs"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pyasn1-modules"
@@ -2523,6 +4177,10 @@ description = "A collection of ASN.1-based protocols modules."
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "pyasn1-modules-0.2.8.tar.gz", hash = "sha256:905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e"},
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+]
 
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.5.0"
@@ -2534,6 +4192,10 @@ description = "C parser in Python"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+]
 
 [[package]]
 name = "pyfaidx"
@@ -2542,8 +4204,12 @@ description = "pyfaidx: efficient pythonic random access to fasta subsequences"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pyfaidx-0.6.4.tar.gz", hash = "sha256:7ba3bdcb1df4ba749f7665b34e6a052aa4e842406a0df95e6df4717cc123f392"},
+]
 
 [package.dependencies]
+setuptools = ">=0.7"
 six = "*"
 
 [[package]]
@@ -2553,6 +4219,10 @@ description = "Pygments is a syntax highlighting package written in Python."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
 
 [[package]]
 name = "pymongo"
@@ -2561,42 +4231,134 @@ description = "Python driver for MongoDB <http://www.mongodb.org>"
 category = "main"
 optional = true
 python-versions = ">=3.6.2"
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+snappy = ["python-snappy"]
+srv = ["dnspython (>=1.16.0,<3.0.0)"]
+zstd = ["zstandard"]
+
+[[package]]
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+description = "Nearest Neighbor Descent"
+category = "main"
+optional = false
+python-versions = "*"
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+scikit-learn = ">=0.18"
+scipy = ">=1.0"
+
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+category = "main"
+optional = false
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-[package.extras]
-aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["pymongocrypt (>=1.2.0,<2.0.0)"]
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-srv = ["dnspython (>=1.16.0,<3.0.0)"]
-zstd = ["zstandard"]
-
-[[package]]
-name = "pynndescent"
-version = "0.5.7"
-description = "Nearest Neighbor Descent"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-joblib = ">=0.11"
-llvmlite = ">=0.30"
-numba = ">=0.51.2"
-scikit-learn = ">=0.18"
-scipy = ">=1.0"
-
-[[package]]
-name = "pyparsing"
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-category = "main"
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-
-[package.extras]
-diagrams = ["railroad-diagrams", "jinja2"]
-
 [[package]]
 name = "pyperclip"
 version = "1.8.2"
@@ -2604,6 +4366,9 @@ description = "A cross-platform clipboard module for Python. (Only handles plain
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "pyreadline3"
@@ -2612,6 +4377,10 @@ description = "A python implementation of GNU readline."
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+]
 
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 name = "pyrsistent"
@@ -2620,6 +4389,29 @@ description = "Persistent/Functional/Immutable data structures"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [[package]]
 name = "pytest"
@@ -2628,6 +4420,10 @@ description = "pytest: simple powerful testing with Python"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "pytest-6.2.5-py3-none-any.whl", hash = "sha256:7310f8d27bc79ced999e760ca304d69f6ba6c6649c0b60fb0e04a4a77cacc134"},
+    {file = "pytest-6.2.5.tar.gz", hash = "sha256:131b36680866a76e6781d13f101efb86cf674ebb9762eb70d3082b6f29889e89"},
+]
 
 [package.dependencies]
 atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
@@ -2649,6 +4445,10 @@ description = "pytest-celery a shim pytest plugin to enable celery.contrib.pytes
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pytest-celery-0.0.0.tar.gz", hash = "sha256:cfd060fc32676afa1e4f51b2938f903f7f75d952186b8c6cf631628c4088f406"},
+    {file = "pytest_celery-0.0.0-py2.py3-none-any.whl", hash = "sha256:63dec132df3a839226ecb003ffdbb0c2cb88dd328550957e979c942766578060"},
+]
 
 [package.dependencies]
 celery = ">=4.4.0"
@@ -2660,6 +4460,10 @@ description = "A set of py.test fixtures to test Flask applications."
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "pytest-flask-1.2.0.tar.gz", hash = "sha256:46fde652f77777bf02dc91205aec4ce20cdf2acbbbd66a918ab91f5c14693d3d"},
+    {file = "pytest_flask-1.2.0-py3-none-any.whl", hash = "sha256:fe25b39ad0db09c3d1fe728edecf97ced85e774c775db259a6d25f0270a4e7c9"},
+]
 
 [package.dependencies]
 Flask = "*"
@@ -2667,7 +4471,7 @@ pytest = ">=5.2"
 Werkzeug = ">=0.7"
 
 [package.extras]
-docs = ["sphinx", "sphinx-rtd-theme"]
+docs = ["Sphinx", "sphinx-rtd-theme"]
 
 [[package]]
 name = "python-dateutil"
@@ -2676,6 +4480,10 @@ description = "Extensions to the standard Python datetime module"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
 
 [package.dependencies]
 six = ">=1.5"
@@ -2687,6 +4495,10 @@ description = "A Python slugify application that also handles Unicode"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "python-slugify-6.1.2.tar.gz", hash = "sha256:272d106cb31ab99b3496ba085e3fea0e9e76dcde967b5e9992500d1f785ce4e1"},
+    {file = "python_slugify-6.1.2-py2.py3-none-any.whl", hash = "sha256:7b2c274c308b62f4269a9ba701aa69a797e9bca41aeee5b3a9e79e36b6656927"},
+]
 
 [package.dependencies]
 text-unidecode = ">=1.3"
@@ -2701,6 +4513,10 @@ description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML resea
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "pytorch-lightning-1.2.10.tar.gz", hash = "sha256:2d8365e30ded0c20e73ce6e5b6028478ae460b8fd33727df2275666df005a301"},
+    {file = "pytorch_lightning-1.2.10-py3-none-any.whl", hash = "sha256:52d05dda39e6ddd7ab6775c4ca8943e7881000acd9c9218c7e3c9feae43489b2"},
+]
 
 [package.dependencies]
 fsspec = {version = ">=0.8.1", extras = ["http"]}
@@ -2714,14 +4530,14 @@ torchmetrics = "0.2.0"
 tqdm = ">=4.41.0"
 
 [package.extras]
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@@ -2730,6 +4546,11 @@ description = "PyTorch version of Google AI BERT model with script to load Googl
 category = "main"
 optional = true
 python-versions = "*"
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@@ -2746,6 +4567,10 @@ description = "Repository of pre-trained NLP Transformer models: BERT & RoBERTa,
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 python-versions = "*"
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@@ -2763,6 +4588,10 @@ description = "World timezone definitions, modern and historical"
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 optional = false
 python-versions = ">=3.7"
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 python-versions = ">=3.6"
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 python-versions = ">=3.6"
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+]
 
 [[package]]
 name = "requests"
@@ -2851,6 +4888,10 @@ description = "Python HTTP for Humans."
 category = "main"
 optional = false
 python-versions = ">=3.7, <4"
+files = [
+    {file = "requests-2.28.1-py3-none-any.whl", hash = "sha256:8fefa2a1a1365bf5520aac41836fbee479da67864514bdb821f31ce07ce65349"},
+    {file = "requests-2.28.1.tar.gz", hash = "sha256:7c5599b102feddaa661c826c56ab4fee28bfd17f5abca1ebbe3e7f19d7c97983"},
+]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
@@ -2860,7 +4901,7 @@ urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-oauthlib"
@@ -2869,6 +4910,10 @@ description = "OAuthlib authentication support for Requests."
 category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+]
 
 [package.dependencies]
 oauthlib = ">=3.0.0"
@@ -2884,13 +4929,17 @@ description = "A utility library for mocking out the `requests` Python library."
 category = "main"
 optional = true
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 requests = ">=2.0,<3.0"
 urllib3 = ">=1.25.10"
 
 [package.extras]
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+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-localserver", "types-mock", "types-requests"]
 
 [[package]]
 name = "rsa"
@@ -2899,6 +4948,10 @@ description = "Pure-Python RSA implementation"
 category = "main"
 optional = true
 python-versions = ">=3.6,<4"
+files = [
+    {file = "rsa-4.8-py3-none-any.whl", hash = "sha256:95c5d300c4e879ee69708c428ba566c59478fd653cc3a22243eeb8ed846950bb"},
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+]
 
 [package.dependencies]
 pyasn1 = ">=0.1.3"
@@ -2910,6 +4963,10 @@ description = "ruamel.yaml is a YAML parser/emitter that supports roundtrip pres
 category = "main"
 optional = false
 python-versions = ">=3"
+files = [
+    {file = "ruamel.yaml-0.17.21-py3-none-any.whl", hash = "sha256:742b35d3d665023981bd6d16b3d24248ce5df75fdb4e2924e93a05c1f8b61ca7"},
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+]
 
 [package.dependencies]
 "ruamel.yaml.clib" = {version = ">=0.2.6", markers = "platform_python_implementation == \"CPython\" and python_version < \"3.11\""}
@@ -2925,6 +4982,38 @@ description = "C version of reader, parser and emitter for ruamel.yaml derived f
 category = "main"
 optional = false
 python-versions = ">=3.5"
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+]
 
 [[package]]
 name = "s3transfer"
@@ -2933,6 +5022,10 @@ description = "An Amazon S3 Transfer Manager"
 category = "main"
 optional = true
 python-versions = ">= 3.7"
+files = [
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 category = "main"
 optional = false
 python-versions = ">=3.8"
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 joblib = ">=1.0.0"
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 threadpoolctl = ">=2.0.0"
 
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 [[package]]
 name = "scipy"
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 optional = false
 python-versions = ">=3.8,<3.11"
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 [package.dependencies]
 numpy = ">=1.17.3,<1.25.0"
@@ -2978,10 +5116,14 @@ description = "Send file to trash natively under Mac OS X, Windows and Linux."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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 [package.extras]
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-objc = ["pyobjc-framework-cocoa"]
+nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
+objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
 
 [[package]]
@@ -2991,14 +5133,63 @@ description = "SentencePiece python wrapper"
 category = "main"
 optional = false
 python-versions = "*"
-
-[[package]]
-name = "sentinels"
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+    {file = "sentencepiece-0.1.96-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:940a6999c7d3f55e9d7b194fd5e1f41a7dbed26d3519fb95333216292a39599e"},
+    {file = "sentencepiece-0.1.96-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:384148cead5cdab34a4d74fe1fb6a5a8abaafed25eaa4a7698b49dd9482e4c4e"},
+    {file = "sentencepiece-0.1.96-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3c703e68ea192e45b65c5d5836f6980849d828a18da4189899d7150fad82dc9e"},
+    {file = "sentencepiece-0.1.96-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d501713a8396193883aa526f48dc609f5f031a5df1afbafa561cf9ab492ffc76"},
+    {file = "sentencepiece-0.1.96-cp39-cp39-win32.whl", hash = "sha256:b8b1dd2712f8a7de5b4c8ec912e6c041d25750bf03e1ce325cdba43bae0944ae"},
+    {file = "sentencepiece-0.1.96-cp39-cp39-win_amd64.whl", hash = "sha256:d45e3f78e746aa161bc9f5a31c6a2839c512101113a4065f4d2e7a3ab8198d8c"},
+    {file = "sentencepiece-0.1.96-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5513298d62fe63dd0862d08a6eb52a9aa3537006f597f2386184e3f95bb88889"},
+    {file = "sentencepiece-0.1.96-pp37-pypy37_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dadccb2e49244b6e64b4527d13ec14d5e094a90b41cf9b963e457e64182f1941"},
+    {file = "sentencepiece-0.1.96-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48c6d13b3bfff08060c138248e85df60f6fad11135ad7a8fc2ef6005aacca839"},
+    {file = "sentencepiece-0.1.96.tar.gz", hash = "sha256:9bdf097d5bd1d8ce42dfee51f6ff05f5578b96e48c6f6006aa4eff69edfa3639"},
+]
+
+[[package]]
+name = "sentinels"
 version = "1.0.0"
 description = "Various objects to denote special meanings in python"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "sentinels-1.0.0.tar.gz", hash = "sha256:7be0704d7fe1925e397e92d18669ace2f619c92b5d4eb21a89f31e026f9ff4b1"},
+]
 
 [[package]]
 name = "sentry-sdk"
@@ -3007,6 +5198,10 @@ description = "Python client for Sentry (https://sentry.io)"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "sentry-sdk-1.6.0.tar.gz", hash = "sha256:b82ad57306d5546713f15d5d70daea0408cf7f998c7566db16e0e6257e51e561"},
+    {file = "sentry_sdk-1.6.0-py2.py3-none-any.whl", hash = "sha256:ddbd191b6f4e696b7845b4d87389898ae1207981faf114f968a57363aa6be03c"},
+]
 
 [package.dependencies]
 blinker = {version = ">=1.1", optional = true, markers = "extra == \"flask\""}
@@ -3022,32 +5217,32 @@ celery = ["celery (>=3)"]
 chalice = ["chalice (>=1.16.0)"]
 django = ["django (>=1.8)"]
 falcon = ["falcon (>=1.4)"]
-flask = ["flask (>=0.11)", "blinker (>=1.1)"]
+flask = ["blinker (>=1.1)", "flask (>=0.11)"]
 httpx = ["httpx (>=0.16.0)"]
-pure_eval = ["pure-eval", "executing", "asttokens"]
+pure-eval = ["asttokens", "executing", "pure-eval"]
 pyspark = ["pyspark (>=2.4.4)"]
-quart = ["quart (>=0.16.1)", "blinker (>=1.1)"]
+quart = ["blinker (>=1.1)", "quart (>=0.16.1)"]
 rq = ["rq (>=0.6)"]
 sanic = ["sanic (>=0.8)"]
 sqlalchemy = ["sqlalchemy (>=1.2)"]
 tornado = ["tornado (>=5)"]
 
 [[package]]
-name = "setuptools-scm"
-version = "7.0.3"
-description = "the blessed package to manage your versions by scm tags"
+name = "setuptools"
+version = "67.2.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
-
-[package.dependencies]
-packaging = ">=20.0"
-tomli = ">=1.0.0"
-typing-extensions = "*"
+files = [
+    {file = "setuptools-67.2.0-py3-none-any.whl", hash = "sha256:16ccf598aab3b506593c17378473978908a2734d7336755a8769b480906bec1c"},
+    {file = "setuptools-67.2.0.tar.gz", hash = "sha256:b440ee5f7e607bb8c9de15259dba2583dd41a38879a7abc1d43a71c59524da48"},
+]
 
 [package.extras]
-test = ["pytest (>=6.2)", "virtualenv (>20)"]
-toml = ["setuptools (>=42)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -3056,6 +5251,10 @@ description = "Python 2 and 3 compatibility utilities"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
 
 [[package]]
 name = "sklearn"
@@ -3064,6 +5263,9 @@ description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "sklearn-0.0.tar.gz", hash = "sha256:e23001573aa194b834122d2b9562459bf5ae494a2d59ca6b8aa22c85a44c0e31"},
+]
 
 [package.dependencies]
 scikit-learn = "*"
@@ -3075,14 +5277,18 @@ description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storag
 category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
+files = [
+    {file = "smart_open-6.0.0-py3-none-any.whl", hash = "sha256:94afbd5058a45d4fdc4f859ed158b46054cb5ca1c019d76f6f8a60495f662129"},
+    {file = "smart_open-6.0.0.tar.gz", hash = "sha256:d60106b96f0bcaedf5f1cd46ff5524a1c3d02d5653425618bb0fa66e158d22b0"},
+]
 
 [package.extras]
-all = ["boto3", "google-cloud-storage (>=1.31.0)", "azure-storage-blob", "azure-common", "azure-core", "requests"]
-azure = ["azure-storage-blob", "azure-common", "azure-core"]
+all = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=1.31.0)", "requests"]
+azure = ["azure-common", "azure-core", "azure-storage-blob"]
 gcs = ["google-cloud-storage (>=1.31.0)"]
 http = ["requests"]
 s3 = ["boto3"]
-test = ["boto3", "google-cloud-storage (>=1.31.0)", "azure-storage-blob", "azure-common", "azure-core", "requests", "moto", "pathlib2", "responses", "paramiko", "pytest", "pytest-rerunfailures"]
+test = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage (>=1.31.0)", "moto[server]", "paramiko", "pathlib2", "pytest", "pytest-rerunfailures", "requests", "responses"]
 webhdfs = ["requests"]
 
 [[package]]
@@ -3092,6 +5298,10 @@ description = "A pure Python implementation of a sliding window memory map manag
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "smmap-5.0.0-py3-none-any.whl", hash = "sha256:2aba19d6a040e78d8b09de5c57e96207b09ed71d8e55ce0959eeee6c8e190d94"},
+    {file = "smmap-5.0.0.tar.gz", hash = "sha256:c840e62059cd3be204b0c9c9f74be2c09d5648eddd4580d9314c3ecde0b30936"},
+]
 
 [[package]]
 name = "sniffio"
@@ -3100,6 +5310,10 @@ description = "Sniff out which async library your code is running under"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "sniffio-1.2.0-py3-none-any.whl", hash = "sha256:471b71698eac1c2112a40ce2752bb2f4a4814c22a54a3eed3676bc0f5ca9f663"},
+    {file = "sniffio-1.2.0.tar.gz", hash = "sha256:c4666eecec1d3f50960c6bdf61ab7bc350648da6c126e3cf6898d8cd4ddcd3de"},
+]
 
 [[package]]
 name = "snowballstemmer"
@@ -3108,6 +5322,10 @@ description = "This package provides 29 stemmers for 28 languages generated from
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
+    {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
+]
 
 [[package]]
 name = "sortedcontainers"
@@ -3116,6 +5334,10 @@ description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
 
 [[package]]
 name = "soupsieve"
@@ -3124,6 +5346,10 @@ description = "A modern CSS selector implementation for Beautiful Soup."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "soupsieve-2.3.2.post1-py3-none-any.whl", hash = "sha256:3b2503d3c7084a42b1ebd08116e5f81aadfaea95863628c80a3b774a11b7c759"},
+    {file = "soupsieve-2.3.2.post1.tar.gz", hash = "sha256:fc53893b3da2c33de295667a0e19f078c14bf86544af307354de5fcf12a3f30d"},
+]
 
 [[package]]
 name = "spacy"
@@ -3132,6 +5358,21 @@ description = "Industrial-strength Natural Language Processing (NLP) in Python"
 category = "main"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+files = [
+    {file = "spacy-2.3.7-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:6ebc5a7f7da70a793cc1d2569097bdf80fbce66d7e39e17a157f95c258bec78d"},
+    {file = "spacy-2.3.7-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc59c5cf8f363d7c1dfd779bae7eafe99dc98a74063267f9f8df4154b65f7a2f"},
+    {file = "spacy-2.3.7-cp36-cp36m-win_amd64.whl", hash = "sha256:65ecac35b9812f146d99d91610d38f9b8d849a8164fccf0fdcfd4cf7e2826618"},
+    {file = "spacy-2.3.7-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:4942670ee16e153ddb6d5ae85eb03c39c33a2ef19b9ea0423d28f63536e21d72"},
+    {file = "spacy-2.3.7-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b4f1a02d62e861a044b8fbe8a0ce89e49d5a63c3a5bfc5849cb1d4f0247b8ab9"},
+    {file = "spacy-2.3.7-cp37-cp37m-win_amd64.whl", hash = "sha256:34570a7571d8bf08c696003423589b750ac684c0b79f3e3672e3d941a44f2452"},
+    {file = "spacy-2.3.7-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:c774d5cd869c0d086fd092eeacbb72296c8d470dda73bc45ed9f9f9ca5822759"},
+    {file = "spacy-2.3.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0416e708c0b672e79400aeade070d2ec91052ca9942cc378ee9f833a3ae9b6ed"},
+    {file = "spacy-2.3.7-cp38-cp38-win_amd64.whl", hash = "sha256:2d454e4d08c8263ab0bb4e63445e9565c5924f588dcf26bcb0add3a4d98a6042"},
+    {file = "spacy-2.3.7-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:96eaa20d6074158b5686740a40ba78aac4f52759f8acec8af9db4d586bc49f1f"},
+    {file = "spacy-2.3.7-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c831bcec3f3c0b425f753248763c838b57f31edfca2dfcafce205f6f2b548d7e"},
+    {file = "spacy-2.3.7-cp39-cp39-win_amd64.whl", hash = "sha256:abddbf424233a842aec91119bc8c4578890c587809d33f353f334a5383d8f490"},
+    {file = "spacy-2.3.7.tar.gz", hash = "sha256:c0f2315fea23497662e28212f89af3a03667f97c867c597b599c37ab84092e22"},
+]
 
 [package.dependencies]
 blis = ">=0.4.0,<0.8.0"
@@ -3142,6 +5383,7 @@ numpy = ">=1.15.0"
 plac = ">=0.9.6,<1.2.0"
 preshed = ">=3.0.2,<3.1.0"
 requests = ">=2.13.0,<3.0.0"
+setuptools = "*"
 srsly = ">=1.0.2,<1.1.0"
 thinc = ">=7.4.1,<7.5.0"
 tqdm = ">=4.38.0,<5.0.0"
@@ -3158,7 +5400,7 @@ cuda80 = ["cupy-cuda80 (>=5.0.0b4)"]
 cuda90 = ["cupy-cuda90 (>=5.0.0b4)"]
 cuda91 = ["cupy-cuda91 (>=5.0.0b4)"]
 cuda92 = ["cupy-cuda92 (>=5.0.0b4)"]
-ja = ["sudachipy (>=0.4.5)", "sudachidict-core (>=20200330)"]
+ja = ["sudachidict-core (>=20200330)", "sudachipy (>=0.4.5)"]
 ko = ["natto-py (==0.9.0)"]
 lookups = ["spacy-lookups-data (>=0.3.2,<0.4.0)"]
 th = ["pythainlp (>=2.0)"]
@@ -3170,6 +5412,10 @@ description = "Python documentation generator"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "Sphinx-4.5.0-py3-none-any.whl", hash = "sha256:ebf612653238bcc8f4359627a9b7ce44ede6fdd75d9d30f68255c7383d3a6226"},
+    {file = "Sphinx-4.5.0.tar.gz", hash = "sha256:7bf8ca9637a4ee15af412d1a1d9689fec70523a68ca9bb9127c2f3eeb344e2e6"},
+]
 
 [package.dependencies]
 alabaster = ">=0.7,<0.8"
@@ -3192,8 +5438,8 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.931)", "docutils-stubs", "types-typed-ast", "types-requests"]
-test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
+lint = ["docutils-stubs", "flake8 (>=3.5.0)", "isort", "mypy (>=0.931)", "types-requests", "types-typed-ast"]
+test = ["cython", "html5lib", "pytest", "pytest-cov", "typed-ast"]
 
 [[package]]
 name = "sphinx-copybutton"
@@ -3202,13 +5448,17 @@ description = "Add a copy button to each of your code cells."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "sphinx-copybutton-0.4.0.tar.gz", hash = "sha256:8daed13a87afd5013c3a9af3575cc4d5bec052075ccd3db243f895c07a689386"},
+    {file = "sphinx_copybutton-0.4.0-py3-none-any.whl", hash = "sha256:4340d33c169dac6dd82dce2c83333412aa786a42dd01a81a8decac3b130dc8b0"},
+]
 
 [package.dependencies]
 sphinx = ">=1.8"
 
 [package.extras]
-code_style = ["pre-commit (==2.12.1)"]
-rtd = ["sphinx", "ipython", "sphinx-book-theme"]
+code-style = ["pre-commit (==2.12.1)"]
+rtd = ["ipython", "sphinx", "sphinx-book-theme"]
 
 [[package]]
 name = "sphinx-togglebutton"
@@ -3217,10 +5467,16 @@ description = "Toggle page content and collapse admonitions in Sphinx."
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "sphinx-togglebutton-0.3.1.tar.gz", hash = "sha256:1f13c25c27a8ff40d6fc924d324746c0adb0dedeef40730c8a8b64ff55c6c92c"},
+    {file = "sphinx_togglebutton-0.3.1-py3-none-any.whl", hash = "sha256:4c7dd61a952cab848697b9633727554257960e399dcfbc9f6328ac0ae39bfb96"},
+]
 
 [package.dependencies]
 docutils = "*"
+setuptools = "*"
 sphinx = "*"
+wheel = "*"
 
 [package.extras]
 sphinx = ["myst-parser", "sphinx-book-theme", "sphinx-design"]
@@ -3232,9 +5488,13 @@ description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "sphinxcontrib-applehelp-1.0.2.tar.gz", hash = "sha256:a072735ec80e7675e3f432fcae8610ecf509c5f1869d17e2eecff44389cdbc58"},
+    {file = "sphinxcontrib_applehelp-1.0.2-py2.py3-none-any.whl", hash = "sha256:806111e5e962be97c29ec4c1e7fe277bfd19e9652fb1a4392105b43e01af885a"},
+]
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -3244,9 +5504,13 @@ description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "sphinxcontrib-devhelp-1.0.2.tar.gz", hash = "sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4"},
+    {file = "sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl", hash = "sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e"},
+]
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -3256,10 +5520,14 @@ description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML h
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "sphinxcontrib-htmlhelp-2.0.0.tar.gz", hash = "sha256:f5f8bb2d0d629f398bf47d0d69c07bc13b65f75a81ad9e2f71a63d4b7a2f6db2"},
+    {file = "sphinxcontrib_htmlhelp-2.0.0-py2.py3-none-any.whl", hash = "sha256:d412243dfb797ae3ec2b59eca0e52dac12e75a241bf0e4eb861e450d06c6ed07"},
+]
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
-test = ["pytest", "html5lib"]
+lint = ["docutils-stubs", "flake8", "mypy"]
+test = ["html5lib", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-jsmath"
@@ -3268,9 +5536,13 @@ description = "A sphinx extension which renders display math in HTML via JavaScr
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
+    {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
+]
 
 [package.extras]
-test = ["pytest", "flake8", "mypy"]
+test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
@@ -3279,9 +5551,13 @@ description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp d
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "sphinxcontrib-qthelp-1.0.3.tar.gz", hash = "sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72"},
+    {file = "sphinxcontrib_qthelp-1.0.3-py2.py3-none-any.whl", hash = "sha256:bd9fc24bcb748a8d51fd4ecaade681350aa63009a347a8c14e637895444dfab6"},
+]
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -3291,9 +5567,13 @@ description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs
 category = "main"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "sphinxcontrib-serializinghtml-1.1.5.tar.gz", hash = "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"},
+    {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
+]
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
+lint = ["docutils-stubs", "flake8", "mypy"]
 test = ["pytest"]
 
 [[package]]
@@ -3303,29 +5583,67 @@ description = "Database Abstraction Library"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+files = [
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+]
 
 [package.dependencies]
 greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 
 [package.extras]
-aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
-aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"]
+aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
+aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
-asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"]
-mariadb_connector = ["mariadb (>=1.0.1)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1)"]
 mssql = ["pyodbc"]
-mssql_pymssql = ["pymssql"]
-mssql_pyodbc = ["pyodbc"]
-mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
-mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
-mysql_connector = ["mysql-connector-python"]
-oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
+mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
 postgresql = ["psycopg2 (>=2.7)"]
-postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"]
-postgresql_pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
-postgresql_psycopg2binary = ["psycopg2-binary"]
-postgresql_psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql (<1)", "pymysql"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+pymysql = ["pymysql", "pymysql (<1)"]
 sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
@@ -3335,6 +5653,10 @@ description = "A non-validating SQL parser."
 category = "main"
 optional = true
 python-versions = ">=3.5"
+files = [
+    {file = "sqlparse-0.4.2-py3-none-any.whl", hash = "sha256:48719e356bb8b42991bdbb1e8b83223757b93789c00910a616a071910ca4a64d"},
+    {file = "sqlparse-0.4.2.tar.gz", hash = "sha256:0c00730c74263a94e5a9919ade150dfc3b19c574389985446148402998287dae"},
+]
 
 [[package]]
 name = "srsly"
@@ -3343,6 +5665,21 @@ description = "Modern high-performance serialization utilities for Python"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "srsly-1.0.5-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:a696e9c925e91f76ec53840c55483a4fbf76cb717424410a4f249d4805439038"},
+    {file = "srsly-1.0.5-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:8fc4c0641537262e15c7b5b57edc47487b15ac47b696adcb81e0a770ef78e8f5"},
+    {file = "srsly-1.0.5-cp36-cp36m-win_amd64.whl", hash = "sha256:11447f8e659e1f62f29302252fb057f179031457b36c83426027182f624fe565"},
+    {file = "srsly-1.0.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:a2746afccfd4f51f0793cccc2b6d5e8a564c962870feec5c77408244c1dbb3c5"},
+    {file = "srsly-1.0.5-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:a1449da4195e30a3bd1fd3122e5b1a0c57703843c590643555c412fc87132aa0"},
+    {file = "srsly-1.0.5-cp37-cp37m-win_amd64.whl", hash = "sha256:23c7205b8c1cac49a03521bee37f0afe3680d9f0ec18c75ab3ac39bd3e15272b"},
+    {file = "srsly-1.0.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2615b8713dfe793ca57925076b0869385d56754816b1eaee5490a6827a1cb5c7"},
+    {file = "srsly-1.0.5-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:b5b887328ac6e210842560fcf32a29c2a9c1ed38c6d47479cadc03d81940da8c"},
+    {file = "srsly-1.0.5-cp38-cp38-win_amd64.whl", hash = "sha256:fd5e1e01f5fd0f532a6f3977bb74facc42f1b7155402ee3d06c07a73e83e3c47"},
+    {file = "srsly-1.0.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:779ebfaa3cf1d5c0f1286ac1baf06af5f2a17bb103622992c71acc6ac20b2781"},
+    {file = "srsly-1.0.5-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:4c43a1f28e555891a1e65650adea2c5d0f0fe4b3d63821de65c8357f32c3a11c"},
+    {file = "srsly-1.0.5-cp39-cp39-win_amd64.whl", hash = "sha256:334f29435099e644a8047b63d60b8386a98b5f7b4739f7efc86b46ca0200aa0e"},
+    {file = "srsly-1.0.5.tar.gz", hash = "sha256:d3dd796372367c71946d0cd6f734e49db3d99dd13a57bdac937d9eb62689fc9e"},
+]
 
 [[package]]
 name = "stack-data"
@@ -3351,6 +5688,10 @@ description = "Extract data from python stack frames and tracebacks for informat
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "stack_data-0.3.0-py3-none-any.whl", hash = "sha256:aa1d52d14d09c7a9a12bb740e6bdfffe0f5e8f4f9218d85e7c73a8c37f7ae38d"},
+    {file = "stack_data-0.3.0.tar.gz", hash = "sha256:77bec1402dcd0987e9022326473fdbcc767304892a533ed8c29888dacb7dddbc"},
+]
 
 [package.dependencies]
 asttokens = "*"
@@ -3358,7 +5699,7 @@ executing = "*"
 pure-eval = "*"
 
 [package.extras]
-tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "stevedore"
@@ -3367,6 +5708,10 @@ description = "Manage dynamic plugins for Python applications"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "stevedore-3.5.0-py3-none-any.whl", hash = "sha256:a547de73308fd7e90075bb4d301405bebf705292fa90a90fc3bcf9133f58616c"},
+    {file = "stevedore-3.5.0.tar.gz", hash = "sha256:f40253887d8712eaa2bb0ea3830374416736dc8ec0e22f5a65092c1174c44335"},
+]
 
 [package.dependencies]
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
@@ -3378,6 +5723,10 @@ description = "Retry code until it succeeds"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "tenacity-8.0.1-py3-none-any.whl", hash = "sha256:f78f4ea81b0fabc06728c11dc2a8c01277bfc5181b321a4770471902e3eb844a"},
+    {file = "tenacity-8.0.1.tar.gz", hash = "sha256:43242a20e3e73291a28bcbcacfd6e000b02d3857a9a9fff56b297a27afdc932f"},
+]
 
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
@@ -3389,6 +5738,9 @@ description = "TensorBoard lets you watch Tensors Flow"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "tensorboard-2.9.1-py3-none-any.whl", hash = "sha256:baa727f791776f9e5841d347127720ceed4bbd59c36b40604b95fb2ae6029276"},
+]
 
 [package.dependencies]
 absl-py = ">=0.4"
@@ -3399,9 +5751,11 @@ markdown = ">=2.6.8"
 numpy = ">=1.12.0"
 protobuf = ">=3.9.2,<3.20"
 requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
 tensorboard-data-server = ">=0.6.0,<0.7.0"
 tensorboard-plugin-wit = ">=1.6.0"
 werkzeug = ">=1.0.1"
+wheel = ">=0.26"
 
 [[package]]
 name = "tensorboard-data-server"
@@ -3410,6 +5764,11 @@ description = "Fast data loading for TensorBoard"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "tensorboard_data_server-0.6.1-py3-none-any.whl", hash = "sha256:809fe9887682d35c1f7d1f54f0f40f98bb1f771b14265b453ca051e2ce58fca7"},
+    {file = "tensorboard_data_server-0.6.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:fa8cef9be4fcae2f2363c88176638baf2da19c5ec90addb49b1cde05c95c88ee"},
+    {file = "tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl", hash = "sha256:d8237580755e58eff68d1f3abefb5b1e39ae5c8b127cc40920f9c4fb33f4b98a"},
+]
 
 [[package]]
 name = "tensorboard-plugin-wit"
@@ -3418,6 +5777,9 @@ description = "What-If Tool TensorBoard plugin."
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "tensorboard_plugin_wit-1.8.1-py3-none-any.whl", hash = "sha256:ff26bdd583d155aa951ee3b152b3d0cffae8005dc697f72b44a8e8c2a77a8cbe"},
+]
 
 [[package]]
 name = "tensorboardx"
@@ -3426,6 +5788,10 @@ description = "TensorBoardX lets you watch Tensors Flow without Tensorflow"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
+    {file = "tensorboardX-2.5.1-py2.py3-none-any.whl", hash = "sha256:8808133ccca673cd04076f6f2a85cf2d39bb2d0393a0f20d0f9cbb06d472b57e"},
+    {file = "tensorboardX-2.5.1.tar.gz", hash = "sha256:ea85a3446f22ce8a917fe4fa4d8a7a96222ef84ac835267d038c34bb99f6d61b"},
+]
 
 [package.dependencies]
 numpy = "*"
@@ -3438,6 +5804,10 @@ description = "Tornado websocket backend for the Xterm.js Javascript terminal em
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "terminado-0.15.0-py3-none-any.whl", hash = "sha256:0d5f126fbfdb5887b25ae7d9d07b0d716b1cc0ccaacc71c1f3c14d228e065197"},
+    {file = "terminado-0.15.0.tar.gz", hash = "sha256:ab4eeedccfcc1e6134bfee86106af90852c69d602884ea3a1e8ca6d4486e9bfe"},
+]
 
 [package.dependencies]
 ptyprocess = {version = "*", markers = "os_name != \"nt\""}
@@ -3445,7 +5815,7 @@ pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
 tornado = ">=6.1.0"
 
 [package.extras]
-test = ["pre-commit", "pytest-timeout", "pytest (>=6.0)"]
+test = ["pre-commit", "pytest (>=6.0)", "pytest-timeout"]
 
 [[package]]
 name = "text-unidecode"
@@ -3454,6 +5824,10 @@ description = "The most basic Text::Unidecode port"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "text-unidecode-1.3.tar.gz", hash = "sha256:bad6603bb14d279193107714b288be206cac565dfa49aa5b105294dd5c4aab93"},
+    {file = "text_unidecode-1.3-py2.py3-none-any.whl", hash = "sha256:1311f10e8b895935241623731c2ba64f4c455287888b18189350b67134a822e8"},
+]
 
 [[package]]
 name = "thinc"
@@ -3462,6 +5836,21 @@ description = "Practical Machine Learning for NLP"
 category = "main"
 optional = true
 python-versions = "*"
+files = [
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+    {file = "thinc-7.4.5-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:29a47ad0289dda0520b5af8538b30e8134553130200b83c34311feb71739968d"},
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+    {file = "thinc-7.4.5-cp38-cp38-win_amd64.whl", hash = "sha256:10bafe5ddce698180098345b9c55f762dc3456558be844d35d64175e511581b6"},
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+    {file = "thinc-7.4.5.tar.gz", hash = "sha256:5743fde41706252ec6ce4737c68d3505f7e1cc3d4431174a17149838d594f8cb"},
+]
 
 [package.dependencies]
 blis = ">=0.4.0,<0.8.0"
@@ -3494,6 +5883,10 @@ description = "threadpoolctl"
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "threadpoolctl-3.1.0-py3-none-any.whl", hash = "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b"},
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+]
 
 [[package]]
 name = "tinycss2"
@@ -3502,13 +5895,17 @@ description = "A tiny CSS parser"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "tinycss2-1.1.1-py3-none-any.whl", hash = "sha256:fe794ceaadfe3cf3e686b22155d0da5780dd0e273471a51846d0a02bc204fec8"},
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+]
 
 [package.dependencies]
 webencodings = ">=0.4"
 
 [package.extras]
-doc = ["sphinx", "sphinx-rtd-theme"]
-test = ["pytest", "pytest-cov", "pytest-flake8", "pytest-isort", "coverage"]
+doc = ["sphinx", "sphinx_rtd_theme"]
+test = ["coverage[toml]", "pytest", "pytest-cov", "pytest-flake8", "pytest-isort"]
 
 [[package]]
 name = "tokenizers"
@@ -3517,10 +5914,45 @@ description = "Fast and Customizable Tokenizers"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [package.extras]
-docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"]
-testing = ["pytest", "requests", "numpy", "datasets"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["datasets", "numpy", "pytest", "requests"]
 
 [[package]]
 name = "toml"
@@ -3529,14 +5961,22 @@ description = "Python Library for Tom's Obvious, Minimal Language"
 category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
 
 [[package]]
 name = "tomli"
 version = "1.2.3"
 description = "A lil' TOML parser"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+    {file = "tomli-1.2.3.tar.gz", hash = "sha256:05b6166bff487dc068d322585c7ea4ef78deed501cc124060e0f238e89a9231f"},
+]
 
 [[package]]
 name = "torch"
@@ -3545,6 +5985,20 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc
 category = "main"
 optional = false
 python-versions = ">=3.6.2"
+files = [
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+    {file = "torch-1.9.1-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:351dda9f483486bec66ed838234e96f077e6886c88110bb1e2f4a708ed2356ce"},
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+    {file = "torch-1.9.1-cp39-cp39-win_amd64.whl", hash = "sha256:e470697006a4c08e4fb6a645e8ca49b0d36c8e7ccf413deef5161335bd7399f1"},
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+]
 
 [package.dependencies]
 typing-extensions = "*"
@@ -3556,6 +6010,10 @@ description = "PyTorch native Metrics"
 category = "main"
 optional = true
 python-versions = ">=3.6"
+files = [
+    {file = "torchmetrics-0.2.0-py3-none-any.whl", hash = "sha256:16a8ceac8e579828aa8a5a4f8830fc207a18e0fbc8774257fbb1cbfb95248faf"},
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+]
 
 [package.dependencies]
 torch = ">=1.3.1"
@@ -3567,6 +6025,49 @@ description = "Tornado is a Python web framework and asynchronous networking lib
 category = "dev"
 optional = false
 python-versions = ">= 3.5"
+files = [
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@@ -3575,6 +6076,10 @@ description = "tox is a generic virtualenv management and test command line tool
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
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 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -3614,6 +6123,10 @@ description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
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@@ -3625,6 +6138,10 @@ description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
 category = "main"
 optional = false
 python-versions = ">=3.7.0"
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@@ -6536,15 +6521,54 @@ yarl = [
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+python-versions = "*"
+files = [
     {file = "zope.event-4.5.0-py2.py3-none-any.whl", hash = "sha256:2666401939cdaa5f4e0c08cf7f20c9b21423b95e88f4675b1443973bdb080c42"},
     {file = "zope.event-4.5.0.tar.gz", hash = "sha256:5e76517f5b9b119acf37ca8819781db6c16ea433f7e2062c4afc2b6fbedb1330"},
 ]
-"zope.interface" = [
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx"]
+test = ["zope.testrunner"]
+
+[[package]]
+name = "zope.interface"
+version = "5.4.0"
+description = "Interfaces for Python"
+category = "main"
+optional = true
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
     {file = "zope.interface-5.4.0-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:7df1e1c05304f26faa49fa752a8c690126cf98b40b91d54e6e9cc3b7d6ffe8b7"},
     {file = "zope.interface-5.4.0-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:2c98384b254b37ce50eddd55db8d381a5c53b4c10ee66e1e7fe749824f894021"},
     {file = "zope.interface-5.4.0-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:08f9636e99a9d5410181ba0729e0408d3d8748026ea938f3b970a0249daa8192"},
@@ -6597,3 +6621,29 @@ zipp = [
     {file = "zope.interface-5.4.0-cp39-cp39-win_amd64.whl", hash = "sha256:0cba8477e300d64a11a9789ed40ee8932b59f9ee05f85276dbb4b59acee5dd09"},
     {file = "zope.interface-5.4.0.tar.gz", hash = "sha256:5dba5f530fec3f0988d83b78cc591b58c0b6eb8431a85edd1569a0539a8a5a0e"},
 ]
+
+[package.dependencies]
+setuptools = "*"
+
+[package.extras]
+docs = ["Sphinx", "repoze.sphinx.autointerface"]
+test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+
+[extras]
+all = ["bio-embeddings-allennlp", "transformers", "jax-unirep", "fair-esm", "bio-embeddings-cpcprot", "bio-embeddings-tape-proteins", "bio-embeddings-plus", "bio-embeddings-bepler", "bio-embeddings-deepblast"]
+bepler = ["bio-embeddings-bepler"]
+cpcprot = ["bio-embeddings-cpcprot", "bio-embeddings-tape-proteins"]
+deepblast = ["bio-embeddings-deepblast", "fsspec"]
+esm = ["fair-esm"]
+plus = ["bio-embeddings-plus"]
+prottrans = ["transformers"]
+seqvec = ["bio-embeddings-allennlp"]
+transformers = ["transformers"]
+unirep = ["jax-unirep", "jaxlib"]
+webserver = ["pymongo", "sentry-sdk", "flask"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8,<3.10"
+content-hash = "b1436abf373c82f0bd159f37ffe1e83467b51501daeaee8c1c099325b6acb9e8"